DailyInfoDailyInfo 是自动生成的 AI for Science 科研情报日报：论文、AI 新闻、代码、资源与 arXiv 条目的摘要、点评与导航。https://iheadwater.github.io/dailyinfo-web/Improving photosynthate allocation dynamic simulations of crops under water stress conditionshttps://iheadwater.github.io/dailyinfo-web/papers/gmd-8a06ec69e3a11a058b3f08d4/https://iheadwater.github.io/dailyinfo-web/papers/gmd-8a06ec69e3a11a058b3f08d4/该研究改进了水分胁迫条件下作物光合产物分配的动态模拟，提升了作物生长模型在干旱环境下的预测能力。Mon, 19 Oct 2026 20:01:12 GMTPapersDevelopment and validation of ARMS-gb v2.0: extending fast radiative transfer modeling capability to all-sky conditions for ground-based microwave radiometer retrievalshttps://iheadwater.github.io/dailyinfo-web/papers/gmd-f61dc090c210848521ae33e7/https://iheadwater.github.io/dailyinfo-web/papers/gmd-f61dc090c210848521ae33e7/该研究开发并验证了ARMS-gb v2.0，将快速辐射传输建模能力扩展至全天候地基微波辐射计反演。Mon, 19 Oct 2026 20:01:12 GMTPapersBasin-scale evaluation of the Noah-MP land surface model for runoff and snow generation in the Missouri River Basin: insights and recommendations for parameterization scheme selectionhttps://iheadwater.github.io/dailyinfo-web/papers/hess-74f1599e24c908b09a907394/https://iheadwater.github.io/dailyinfo-web/papers/hess-74f1599e24c908b09a907394/该研究在密苏里河流域尺度评估Noah-MP陆面模型对径流和积雪生成的模拟表现，并基于参数化方案比较为方案选择提供建议。Mon, 19 Oct 2026 20:01:12 GMTPapersSnow to Flow: Linking Snowpack to Streamflow at Multiple Spatial and Temporal Scaleshttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-243b8dc71f435c0dfffe216e/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-243b8dc71f435c0dfffe216e/该文通过关联积雪与河川径流的多时空尺度过程，强调将积雪动态纳入跨尺度径流预测与评估的重要性。Mon, 19 Oct 2026 20:01:12 GMTPapersCanal-mediated water redistribution and ecohydrological responses in an arid inland oasis: Evidence from stable isotopes and remote sensinghttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-05f168d15bdbaee0c9ac1ce9/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-05f168d15bdbaee0c9ac1ce9/该研究结合稳定同位素与遥感证据，揭示了干旱内陆绿洲中渠道介导的水资源再分配过程及其生态水文响应。Mon, 19 Oct 2026 20:01:12 GMTPapersLight and mirrors move large quantum computers closer to realityhttps://iheadwater.github.io/dailyinfo-web/papers/nature-15a6b70db175d5ba8ee0bfd3/https://iheadwater.github.io/dailyinfo-web/papers/nature-15a6b70db175d5ba8ee0bfd3/利用光与反射镜的新方案提升量子计算系统的可扩展性，使大型量子计算机更接近现实。Mon, 19 Oct 2026 20:01:12 GMTPapersHow pregnancy reshapes the brain throughout lifehttps://iheadwater.github.io/dailyinfo-web/papers/nature-3b911c725e22225ab1cca9e5/https://iheadwater.github.io/dailyinfo-web/papers/nature-3b911c725e22225ab1cca9e5/综述妊娠如何通过激素与神经可塑性在终生尺度上重塑女性大脑结构与功能。Mon, 19 Oct 2026 20:01:12 GMTPapersHow to compare and strengthen research systemshttps://iheadwater.github.io/dailyinfo-web/papers/nature-3d595132675c85806b636b89/https://iheadwater.github.io/dailyinfo-web/papers/nature-3d595132675c85806b636b89/探讨如何建立可比较的科研体系评估方法，并据此强化科研政策与制度建设。Mon, 19 Oct 2026 20:01:12 GMTPapersCortex-wide imaging in naturally behaving mice with 1-gram wireless mesoscopeshttps://iheadwater.github.io/dailyinfo-web/papers/nature-4754bea1772e1c8e5e0ab7c2/https://iheadwater.github.io/dailyinfo-web/papers/nature-4754bea1772e1c8e5e0ab7c2/介绍仅1克重的无线介观显微镜，可在小鼠自然行为中实现全皮层成像。Mon, 19 Oct 2026 20:01:12 GMTPapersMicrodosing LSD shows some cognitive benefits — but only for womenhttps://iheadwater.github.io/dailyinfo-web/papers/nature-603e195f1d2ccab5fdfd3102/https://iheadwater.github.io/dailyinfo-web/papers/nature-603e195f1d2ccab5fdfd3102/研究发现微剂量LSD对认知有一定益处，但效果仅见于女性。Mon, 19 Oct 2026 20:01:12 GMTPapersClimate scientists face deluge of public-records requests about fossil-fuel studieshttps://iheadwater.github.io/dailyinfo-web/papers/nature-6226c4a509029950f804cc99/https://iheadwater.github.io/dailyinfo-web/papers/nature-6226c4a509029950f804cc99/揭示气候科学家因化石燃料研究而遭遇大量公共记录请求，带来科研与言论压力。Mon, 19 Oct 2026 20:01:12 GMTPapersThree reasons why AI is not conscious and perhaps never will behttps://iheadwater.github.io/dailyinfo-web/papers/nature-6650e29a500b34a645bab631/https://iheadwater.github.io/dailyinfo-web/papers/nature-6650e29a500b34a645bab631/文章从三个理由论证当前人工智能并不具备意识，且可能永远无法拥有意识。Mon, 19 Oct 2026 20:01:12 GMTPapersLessons from Katrina: how to rebuild academia from the ground uphttps://iheadwater.github.io/dailyinfo-web/papers/nature-6b97327bddccf65e6547ee6e/https://iheadwater.github.io/dailyinfo-web/papers/nature-6b97327bddccf65e6547ee6e/以卡特里娜飓风后学术机构重建为镜，提出从基层重建高校与科研体系的策略。Mon, 19 Oct 2026 20:01:12 GMTPapersAuthor Correction: Long-read sequencing reveals pre-meiotic gene conversion in spermhttps://iheadwater.github.io/dailyinfo-web/papers/nature-b367528937d8b86108122b47/https://iheadwater.github.io/dailyinfo-web/papers/nature-b367528937d8b86108122b47/对“长读长测序揭示精子减数分裂前基因转换”一文发布作者更正，以修正原研究中的信息。Mon, 19 Oct 2026 20:01:12 GMTPapersAudio long read: How to stay smart in the age of AI — the science of critical thinkinghttps://iheadwater.github.io/dailyinfo-web/papers/nature-b938172f70d573442bfc661b/https://iheadwater.github.io/dailyinfo-web/papers/nature-b938172f70d573442bfc661b/文章结合认知科学探讨如何在人工智能时代保持判断力，指出批判性思维是识别错误信息、避免过度依赖AI并做出明智决策的关键。Mon, 19 Oct 2026 20:01:12 GMTPapers‘Fiercely stubborn’: the US scientists continuing their research amid funding cutshttps://iheadwater.github.io/dailyinfo-web/papers/nature-e4ce44908e761884438bb205/https://iheadwater.github.io/dailyinfo-web/papers/nature-e4ce44908e761884438bb205/报道美国科学家在经费削减背景下仍以顽强坚持推进研究，展现科研韧性。Mon, 19 Oct 2026 20:01:12 GMTPapersWhy failure is a taboo topic in sciencehttps://iheadwater.github.io/dailyinfo-web/papers/nature-ea13820a48543e6080e20b49/https://iheadwater.github.io/dailyinfo-web/papers/nature-ea13820a48543e6080e20b49/文章分析科学界为何将失败视为禁忌，并呼吁公开讨论科研失败以改进方法、减少重复和促进创新。Mon, 19 Oct 2026 20:01:12 GMTPapersDaily briefing: We’re close to reaching a 30% land-conservation targethttps://iheadwater.github.io/dailyinfo-web/papers/nature-f242d1c567459cb8f9f73530/https://iheadwater.github.io/dailyinfo-web/papers/nature-f242d1c567459cb8f9f73530/简报指出全球陆地保护面积已接近30%的保育目标，同时提示需关注保护质量与公平性。Mon, 19 Oct 2026 20:01:12 GMTPapersRare diseases are an overlooked dimension in climate–health adaptationhttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-4f33867587588afa1c0c9a08/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-4f33867587588afa1c0c9a08/该文指出罕见病是气候—健康适应中被忽视的关键维度，呼吁将罕见病患者纳入气候韧性与健康公平政策。Mon, 19 Oct 2026 20:01:12 GMTPapersThe 2023 North Atlantic marine heatwave could have evolved into a far more extreme eventhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-0605a81bdb0910f5fac41b5a/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-0605a81bdb0910f5fac41b5a/表明2023年北大西洋海洋热浪本可能演化为更极端事件，凸显其潜在风险。Mon, 19 Oct 2026 20:01:12 GMTPapersTransforming electrified railway into mechanical energy storage for electricity system decarbonizationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-0cc584c8dafeade98868e6ee/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-0cc584c8dafeade98868e6ee/提出将电气化铁路转化为机械储能系统，以助力电力系统脱碳。Mon, 19 Oct 2026 20:01:12 GMTPapersLaminated structure design accommodates thermal expansion mismatch for mechanically and thermally dual-stable thermoelectric contactshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-207ba366b35fbc99d7af3d24/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-207ba366b35fbc99d7af3d24/该研究通过层状结构设计缓解热电接触中的热膨胀失配，实现力学与热学双稳定的热电接触。Mon, 19 Oct 2026 20:01:12 GMTPapersAuthor Correction: Coastal aquifers key contributors to ocean chemistry through solute fluxeshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-44e95c30b72a38f3e7908c29/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-44e95c30b72a38f3e7908c29/更正《沿海含水层通过溶质通量成为海洋化学重要贡献者》一文。Mon, 19 Oct 2026 20:01:12 GMTPapersRapid assessment of chemical complementarity of ligands for protein designhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-473eeaee8d872c406bce5dd5/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-473eeaee8d872c406bce5dd5/该工作建立了快速评估配体化学互补性的方法，用于高效指导蛋白质设计中的配体选择。Mon, 19 Oct 2026 20:01:12 GMTPapersNuclear adaptation to intracellular mechanical forces regulates the phagocytic capacity of <i>Drosophila</i> macrophages in vivohttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-68aca1ee10939065e4c66c15/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-68aca1ee10939065e4c66c15/该研究发现细胞核对胞内机械力的适应性调节调控果蝇巨噬细胞在体内的吞噬能力。Mon, 19 Oct 2026 20:01:12 GMTPapersProjected intensification of soil salinization in global drylands under future aridity increasehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-6b20929822d8c360bf20d4da/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-6b20929822d8c360bf20d4da/该研究预测未来干旱加剧将导致全球旱地土壤盐渍化显著增强。Mon, 19 Oct 2026 20:01:12 GMTPapersAuthor Correction: Climate heterogeneity enhances macroclimate data-driven vegetation modeling on the Qinghai-Tibet Plateauhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-7ab827cb9d0f561770f772f1/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-7ab827cb9d0f561770f772f1/更正《气候异质性增强基于宏观气候数据的青藏高原植被建模》一文。Mon, 19 Oct 2026 20:01:12 GMTPapersdITP shifts the assembly equilibrium of Kongming to activate NAD<sup>+</sup> hydrolysishttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-943ef24326f5611e2ac6b159/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-943ef24326f5611e2ac6b159/该研究发现dITP通过改变Kongming的组装平衡激活NAD+水解。Mon, 19 Oct 2026 20:01:12 GMTPapersPolymer-agnostic crosslinking enables robust high-temperature dielectrics for energy storagehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-96dec0945228176da12d1bec/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-96dec0945228176da12d1bec/该研究利用与聚合物种类无关的交联策略，获得可用于储能的高温稳健介电材料。Mon, 19 Oct 2026 20:01:12 GMTPapersDimeric granzyme-A mediates the specific recognition and cleavage of full-length GSDMBhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-986dfa2fa65a171d6bffa820/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-986dfa2fa65a171d6bffa820/该研究揭示二聚体颗粒酶A通过特异性识别并切割全长GSDMB介导相关信号。Mon, 19 Oct 2026 20:01:12 GMTPapersAuthor Correction: Twinned-magnesium metal negative electrodes enable reversible magnesium electrodepositionhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-a20d55d42272f91d90f99175/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-a20d55d42272f91d90f99175/更正《孪晶镁金属负极实现可逆镁电沉积》一文。Mon, 19 Oct 2026 20:01:12 GMTPapersSudden collapse of ice mélange under increasing submarine melt at tidewater glaciershttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-aa5b2863a13c40176fa03bce/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-aa5b2863a13c40176fa03bce/该研究揭示潮水冰川海底融化增强下冰混杂体会发生突然崩解。Mon, 19 Oct 2026 20:01:12 GMTPapersClosed-loop photoreactor design enabled by machine learning and digital twinshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-be93c6126ffda42e28f9f355/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-be93c6126ffda42e28f9f355/该研究结合机器学习与数字孪生实现闭环光反应器设计。Mon, 19 Oct 2026 20:01:12 GMTPapersAuthor Correction: SESAME-catalyzed H3T11 phosphorylation inhibits Dot1-catalyzed H3K79me3 to regulate autophagy and telomere silencinghttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-c283a24c25389892730af3b5/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-c283a24c25389892730af3b5/更正《SESAME催化的H3T11磷酸化抑制Dot1催化的H3K79me3以调控自噬和端粒沉默》一文。Mon, 19 Oct 2026 20:01:12 GMTPapersCadonilimab plus gemcitabine and cisplatin as first-line treatment for unresectable locally advanced or metastatic biliary tract malignancies: the phase II bicureX clinical trialhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-c774efa450328cf163210806/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-c774efa450328cf163210806/报告卡度尼利单抗联合吉西他滨和顺铂一线治疗不可切除局部晚期或转移性胆道恶性肿瘤的II期bicureX临床试验。Mon, 19 Oct 2026 20:01:12 GMTPapersA randomized trial of supported versus self-fitting over-the-counter hearing aids in older adultshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ce3acabd53d77406aca3510d/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ce3acabd53d77406aca3510d/该随机试验评估老年人使用支持式与自调试非处方助听器的效果，为OTC助听器适配模式提供证据。Mon, 19 Oct 2026 20:01:12 GMTPapersA genetic platform to deconvolve efficacy and toxicity reveals the on-target effects of CDK11 inhibition in vivohttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-d62dc477cd3e8c8b307b9ed3/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-d62dc477cd3e8c8b307b9ed3/开发一个遗传平台以解耦药物疗效与毒性，并揭示CDK11抑制在体内的靶向效应。Mon, 19 Oct 2026 20:01:12 GMTPapersPassive abortive infection mechanisms targeting phage long tail fiber proteinshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ff27bddf03ae82e8d39a6a42/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ff27bddf03ae82e8d39a6a42/揭示靶向噬菌体长尾纤维蛋白的被动流产感染机制。Mon, 19 Oct 2026 20:01:12 GMTPapersTrade-offs between soil inorganic and organic carbon driven by multiple global environmental changeshttps://iheadwater.github.io/dailyinfo-web/papers/naturegeoscience-7aec439a5edc97ffafa1ddef/https://iheadwater.github.io/dailyinfo-web/papers/naturegeoscience-7aec439a5edc97ffafa1ddef/研究发现，变暖、氮沉降和降水变化等多重全球环境变化会驱动土壤无机碳与有机碳之间的权衡，提示仅依据有机碳评估土壤碳库可能误判其对全球变化的响应。Mon, 19 Oct 2026 20:01:12 GMTPapersDecolonize soil erosion modellinghttps://iheadwater.github.io/dailyinfo-web/papers/naturegeoscience-f12afa175f166015545e7e91/https://iheadwater.github.io/dailyinfo-web/papers/naturegeoscience-f12afa175f166015545e7e91/文章主张解殖土壤侵蚀建模，批判殖民遗产与全球北方主导的数据和模型框架，并呼吁纳入地方及土著知识以建立更公平的建模实践。Mon, 19 Oct 2026 20:01:12 GMTPapersTowards understanding and monitorability of reasoning LLMshttps://iheadwater.github.io/dailyinfo-web/papers/naturemachineintelligence-561efe119397dd73b85843d8/https://iheadwater.github.io/dailyinfo-web/papers/naturemachineintelligence-561efe119397dd73b85843d8/该文围绕推理型大语言模型的可理解性与可监测性展开，提出分析框架以识别其推理过程的可监控特征与边界，为可信评估和部署提供基础。Mon, 19 Oct 2026 20:01:12 GMTPapersReusability report: multi-sample omics network inference operates in distinct robustness regimes defined by prior knowledge and data availabilityhttps://iheadwater.github.io/dailyinfo-web/papers/naturemachineintelligence-86f8f38ad1b770f4e6fdfef9/https://iheadwater.github.io/dailyinfo-web/papers/naturemachineintelligence-86f8f38ad1b770f4e6fdfef9/该可复用性报告发现，多样本组学网络推断在不同先验知识与数据可用性条件下呈现由二者界定的不同稳健性机制，提示方法复用需匹配相应数据情境。Mon, 19 Oct 2026 20:01:12 GMTPapersTipping points in complex ecological systemshttps://iheadwater.github.io/dailyinfo-web/papers/naturereviewsphysics-1bebd9fa9773e38abddcc76e/https://iheadwater.github.io/dailyinfo-web/papers/naturereviewsphysics-1bebd9fa9773e38abddcc76e/该综述系统梳理了复杂生态系统中的临界转折点，整合理论、观测与模型证据，强调多尺度反馈和早期预警信号对预测生态系统突变的关键作用。Mon, 19 Oct 2026 20:01:12 GMTPapersComparative analysis of selective ion removal in electrochemical technologies reveals the need for a new data representation frameworkhttps://iheadwater.github.io/dailyinfo-web/papers/naturewater-2161c85891bcd083610436f2/https://iheadwater.github.io/dailyinfo-web/papers/naturewater-2161c85891bcd083610436f2/通过比较分析电化学技术中的选择性离子去除，揭示现有数据表示框架难以支撑可比评估，亟需建立新的数据表示框架。Mon, 19 Oct 2026 20:01:12 GMTPapersRealizing the human right to water means moving from remedy to preventionhttps://iheadwater.github.io/dailyinfo-web/papers/naturewater-8858908b8dbddb785c17ebc4/https://iheadwater.github.io/dailyinfo-web/papers/naturewater-8858908b8dbddb785c17ebc4/指出实现水人权需要从污染或供水问题发生后的补救转向事前预防，以更有效地保障人人享有安全用水。Mon, 19 Oct 2026 20:01:12 GMTPapersApplication of radar remote sensing for cyclone damage mapping in Bangladesh: a coherence-based approachhttps://iheadwater.github.io/dailyinfo-web/papers/nhess-ede10b8d8676911b2e5184d6/https://iheadwater.github.io/dailyinfo-web/papers/nhess-ede10b8d8676911b2e5184d6/该研究将基于相干性的雷达遥感方法应用于孟加拉国气旋损毁制图，展示了其在识别和描绘风暴破坏方面的应用潜力。Mon, 19 Oct 2026 20:01:12 GMTPapersA CNN-based mapping approach for aeolian dunes in Arctic Swedenhttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-5dd846a2b7c11d7be55b22e6/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-5dd846a2b7c11d7be55b22e6/该研究提出了一种基于卷积神经网络（CNN）的风成沙丘制图方法，并在瑞典北极地区实现了风成沙丘的高精度识别与空间制图，为偏远沙丘监测提供了可扩展方案。Mon, 19 Oct 2026 20:01:12 GMTPapersDepartment of Justice to fund studies of gender dysphoria and violent behaviorhttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-44b316756dd263350fed66ff/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-44b316756dd263350fed66ff/美国司法部宣布将资助关于性别烦躁症与暴力行为的研究。Mon, 19 Oct 2026 20:01:12 GMTPapersA multi-source dataset for solar energetic particle forecastinghttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-03704f9efe8851d37a7dcf88/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-03704f9efe8851d37a7dcf88/发布面向太阳高能粒子预报的多源数据集，为预报模型研发与验证提供整合数据支持。Mon, 19 Oct 2026 20:01:12 GMTPapersTrace-IN625 a source aware literature derived dataset of tensile properties and microstructure for additively manufactured IN625https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-30f243554af792dcb7dca99d/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-30f243554af792dcb7dca99d/发布来源可追溯的增材制造IN625文献衍生数据集，系统整合拉伸性能与微观组织信息。Mon, 19 Oct 2026 20:01:12 GMTPapersA bias-corrected & downscaled massive ensemble to diagnose uncertainty in climate impact projectionshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-45408348835eafd208542973/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-45408348835eafd208542973/提供经偏差校正与降尺度的大规模集合数据集，用于诊断气候影响预估中的不确定性。Mon, 19 Oct 2026 20:01:12 GMTPapersGlobal, depth-resolved marine fish occurrences from digitized natural history collectionshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-6e4f3399b48177c7ad395ff5/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-6e4f3399b48177c7ad395ff5/提供来自数字化自然历史馆藏的全球按深度分辨海洋鱼类出现记录数据集，支撑海洋鱼类分布与深度格局研究。Mon, 19 Oct 2026 20:01:12 GMTPapersSingle-cell RNA sequencing dataset of hippocampus from mice of neuropathic pain at different time pointshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-7d45a15c3ebfd67557041898/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-7d45a15c3ebfd67557041898/提供神经病理性疼痛小鼠不同时间点的海马单细胞RNA测序数据集，用于刻画疼痛相关海马细胞转录组的动态变化。Mon, 19 Oct 2026 20:01:12 GMTPapersChromosome-level genome assembly of the molluscivorous <i>Conus textile</i>https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-8add7690c9ce1973f773d2e6/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-8add7690c9ce1973f773d2e6/构建了食贝性织锦芋螺（Conus textile）的染色体水平基因组组装，为研究其毒液、食性适应及芋螺科演化提供了高质量基因组资源。Mon, 19 Oct 2026 20:01:12 GMTPapersA comprehensive transcriptome and metabolome dataset for <i>Erigeron breviscapus</i> (Asteraceae) response to different light intensitieshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-91ba4a8a44553348066ce012/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-91ba4a8a44553348066ce012/构建不同光照强度下灯盏花转录组与代谢组综合数据集，揭示其对光强响应的分子与代谢特征。Mon, 19 Oct 2026 20:01:12 GMTPapersA visible light-thermal infrared multimodal image dataset collected from a real greenhouse tomato cultivation scene for flower and fruit detectionhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-94da3a38cba8349d5d68d000/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-94da3a38cba8349d5d68d000/发布真实温室番茄种植场景下可见光—热红外多模态图像数据集，服务番茄花果检测。Mon, 19 Oct 2026 20:01:12 GMTPapersWater quality data from the Paute and Jubones river systems of Ecuadorhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-c4a476159ef0cf2cb1db1091/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-c4a476159ef0cf2cb1db1091/发布厄瓜多尔Paute和Jubones河流域水质数据集，为河流水质评估与流域管理提供基础监测数据。Mon, 19 Oct 2026 20:01:12 GMTPapersAn Accurate Land Cover Classification Map in China Integrating High-resolution Satellite Imagery and Planning Data with Deep Learninghttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-dafe41e6be3ca6e9725bfbd0/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-dafe41e6be3ca6e9725bfbd0/构建融合高分辨率卫星影像、规划数据与深度学习的高精度中国土地覆盖分类图，提升全国土地覆盖制图精度。Mon, 19 Oct 2026 20:01:12 GMTPapersA high-quality chromosome-scale genome assembly of <i>Erythrophleum Fordii</i>https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-f3e0f25e4916fdd5e8ef63e6/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-f3e0f25e4916fdd5e8ef63e6/发布高质量染色体级别格木基因组组装，为格木遗传研究与保护利用提供参考基因组。Mon, 19 Oct 2026 20:01:12 GMTPaperswithmarbleapp/os-taxonomyhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-36d0076a69fa329fc9f63b5c/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-36d0076a69fa329fc9f63b5c/操作系统分类体系项目，提供结构化 taxonomy 用于统一描述和组织 OS 相关信息。Mon, 19 Oct 2026 19:45:37 GMTCodeheadroomlabs-ai/headroomhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-7e98351b223afe3c74a4fc34/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-7e98351b223afe3c74a4fc34/在输入 LLM 前压缩工具输出、日志、文件和 RAG 片段，为编码 Agent 显著减少 token 且保持答案一致，并提供库、代理和 MCP 服务。Mon, 19 Oct 2026 19:45:37 GMTCodeshiyu-coder/Kronoshttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-9e7bea31c5dfe69b2ce033d8/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-9e7bea31c5dfe69b2ce033d8/面向金融市场语言的基础模型，用于金融时序和市场数据的建模与预测。Mon, 19 Oct 2026 19:45:37 GMTCodemarkov-ai/cad-1000-hourshttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-39fb1ec5532b52b41fccd1d8/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-39fb1ec5532b52b41fccd1d8/1000小时CAD数据资源，面向CAD生成、理解与设计自动化模型的训练和评测。Mon, 19 Oct 2026 19:45:37 GMTCodedatalab-to/indra-ocrhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-1f7aae50a49dfb78fa428db2/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-1f7aae50a49dfb78fa428db2/datalab-to/indra-ocr 是图像转文本模型，专注文档OCR与结构化文本提取。Mon, 19 Oct 2026 19:45:37 GMTCodeComfy-Org/MOSS-Imagehttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-e2f4be4fb5163f33cf92c766/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-e2f4be4fb5163f33cf92c766/Comfy-Org/MOSS-Image 是ComfyUI生态中的MOSS-Image集成，便于在可视化工作流中调用文生图能力。Mon, 19 Oct 2026 19:45:37 GMTCodepablodawson/minimax-h3-360-orbithttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-16e06c65b1aef33fba50ba39/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-16e06c65b1aef33fba50ba39/基于 MiniMax H3 的 360° 环绕视角 Gradio 演示，实现围绕主体的全景轨道视觉创作。Mon, 19 Oct 2026 19:45:37 GMTCodeOpenMOSS-Team/MOSS-Imagehttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-305f5925e438200546554ccc/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-305f5925e438200546554ccc/提供 MOSS-Image 的 Gradio 交互演示，展示团队图像生成模型的核心能力。Mon, 19 Oct 2026 19:45:37 GMTCodehugging-apps/qwen-qwen-image-2-1-turbohttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-a10f28c8813f6e59627e7ffe/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-a10f28c8813f6e59627e7ffe/提供 Qwen-Image-2.1-Turbo 的 Gradio 快速推理界面，突出加速版图像生成的即时体验。Mon, 19 Oct 2026 19:45:37 GMTCode上海微釜半导体设备有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutinternship-150677bd45b8673cc8cebaa8/https://iheadwater.github.io/dailyinfo-web/resource/dlutinternship-150677bd45b8673cc8cebaa8/🏢 上海微釜半导体设备有限公司 — 2027年校园招聘（具体岗位未注明） | 截止：2027-10-18Mon, 19 Oct 2026 19:30:34 GMTResource第二期"智在大工・学者沙龙"举办https://iheadwater.github.io/dailyinfo-web/resource/dlutrcpy-3681225019f34322dd48ac6f/https://iheadwater.github.io/dailyinfo-web/resource/dlutrcpy-3681225019f34322dd48ac6f/报道第二期“智在大工・学者沙龙”举办情况。Mon, 19 Oct 2026 19:30:34 GMTResource锡林郭勒盟金仓矿业有限责任公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-00d81c18b27bb912a587ad13/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-00d81c18b27bb912a587ad13/锡林郭勒盟金仓矿业有限责任公司 — 2027年校园招聘 | 截止：2027-04-15Mon, 19 Oct 2026 19:30:34 GMTResource新启点 智轻松丨松下集团2027届校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0c42c3adb2f4f2a8967d2fad/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0c42c3adb2f4f2a8967d2fad/松下集团 — 2027届校园招聘 | 截止：2026-12-31Mon, 19 Oct 2026 19:30:34 GMTResource鞍钢集团工程技术有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0f59f57be847ff96d01ad0c6/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0f59f57be847ff96d01ad0c6/鞍钢集团工程技术有限公司 — 2027年校园招聘 | 截止：2027-04-16Mon, 19 Oct 2026 19:30:34 GMTResource汕头大学医学院博士后招聘启事https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-1476a6dcd229395aac4c4dde/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-1476a6dcd229395aac4c4dde/汕头大学医学院 — 博士后招聘 | 截止：2027-04-15Mon, 19 Oct 2026 19:30:34 GMTResource智领化材，筑梦未来 华润化学材料科技股份有限公司2027届秋季校园招聘简章https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-16593807201fd8ef963de56f/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-16593807201fd8ef963de56f/华润化学材料科技股份有限公司 — 2027届秋季校园招聘 | 截止：2027-06-30Mon, 19 Oct 2026 19:30:34 GMTResource开封示范区斯林姆艺术培训有限公司（开封新东方）2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-168747e6019dcb05edfec970/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-168747e6019dcb05edfec970/开封示范区斯林姆艺术培训有限公司（开封新东方） — 2027年校园招聘 | 截止：2027-07-31Mon, 19 Oct 2026 19:30:34 GMTResource苏世博（南京）减振系统有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-3f689712cd89241999b81d6e/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-3f689712cd89241999b81d6e/苏世博（南京）减振系统有限公司 — 2027年校园招聘 | 截止：2027-04-17Mon, 19 Oct 2026 19:30:34 GMTResource北京掌上先机网络科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-43a067833c3d64c16bf5683d/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-43a067833c3d64c16bf5683d/北京掌上先机网络科技有限公司 — 2027年校园招聘 | 截止：2027-04-17Mon, 19 Oct 2026 19:30:34 GMTResource湖南长银五八消费金融股份有限公司2027届秋季校园招聘启事https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-5e162226c22c0d07b1c22956/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-5e162226c22c0d07b1c22956/湖南长银五八消费金融股份有限公司 — 2027届秋季校园招聘 | 截止：2026-10-31Mon, 19 Oct 2026 19:30:34 GMTResource烟台万华成达化学有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-608ad36aaaf58fe9cb076e2f/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-608ad36aaaf58fe9cb076e2f/烟台万华成达化学有限公司 — 2027年校园招聘 | 截止：2027-04-17Mon, 19 Oct 2026 19:30:34 GMTResource北京学而思教育科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-6ffe0927d48b6b9763aa4678/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-6ffe0927d48b6b9763aa4678/北京学而思教育科技有限公司 — 2027年校园招聘 | 截止：2027-04-16Mon, 19 Oct 2026 19:30:34 GMTResource首年保薪18W深圳晓猴教育27届校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-71ba0591379f1a924f22978d/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-71ba0591379f1a924f22978d/深圳晓猴教育 — 2027届校园招聘（首年保薪18W） | 截止：2027-07-30Mon, 19 Oct 2026 19:30:34 GMTResource卓越教育集团2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-7653501dda6d7e7e936afb29/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-7653501dda6d7e7e936afb29/卓越教育集团 — 2027年校园招聘 | 截止：2027-04-14Mon, 19 Oct 2026 19:30:34 GMTResource厦门威芯泰科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-7c9ba4544f25164d92ce79f8/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-7c9ba4544f25164d92ce79f8/厦门威芯泰科技有限公司 — 2027年校园招聘 | 截止：2027-04-17Mon, 19 Oct 2026 19:30:34 GMTResource【中国海油-华鹤公司】2027届毕业生秋季校园招聘简章https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-8d726d5a0763bbddae13f858/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-8d726d5a0763bbddae13f858/中国海油-华鹤公司 — 2027届毕业生秋季校园招聘 | 截止：2027-07-30Mon, 19 Oct 2026 19:30:34 GMTResource领充新能源科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-960227f02cb38d84231e4890/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-960227f02cb38d84231e4890/领充新能源科技有限公司 — 2027年校园招聘 | 截止：2027-04-14Mon, 19 Oct 2026 19:30:34 GMTResource珠海光库科技股份有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-9825019d13a69b62fe2d184a/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-9825019d13a69b62fe2d184a/珠海光库科技股份有限公司 — 2027年校园招聘 | 截止：2027-04-16Mon, 19 Oct 2026 19:30:34 GMTResource湖南宇石空间探索航天科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-a4b46c94be6bc4d81fe6f771/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-a4b46c94be6bc4d81fe6f771/湖南宇石空间探索航天科技有限公司 — 2027年校园招聘 | 截止：2027-04-14Mon, 19 Oct 2026 19:30:34 GMTResource大连沙河口区百年蔚来教育培训学校有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-bf8e20d034bd0108e253d948/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-bf8e20d034bd0108e253d948/大连沙河口区百年蔚来教育培训学校有限公司 — 2027年校园招聘 | 截止：2026-12-31Mon, 19 Oct 2026 19:30:34 GMTResource中国北方化学研究院集团有限公司2027届校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-c5883de5b02053cc9873f44d/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-c5883de5b02053cc9873f44d/中国北方化学研究院集团有限公司 — 2027届校园招聘 | 截止：2027-06-01Mon, 19 Oct 2026 19:30:34 GMTResource富达国际 (大连) 2027校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-c79d8393dd9e2f699cb854ee/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-c79d8393dd9e2f699cb854ee/富达国际（大连） — 2027校园招聘 | 截止：2026-12-31Mon, 19 Oct 2026 19:30:34 GMTResource大连商品交易所集团2026年校园招聘公告https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-d7a207d47c36cf537d7e1545/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-d7a207d47c36cf537d7e1545/大连商品交易所集团 — 2026年校园招聘 | 截止：2026-11-27Mon, 19 Oct 2026 19:30:34 GMTResource江西工程学院2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-eb54696a8fe81dabfcf35251/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-eb54696a8fe81dabfcf35251/江西工程学院 — 2027年校园招聘 | 截止：2027-04-14Mon, 19 Oct 2026 19:30:34 GMTResource中创新航科技集团股份有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f79e4cf9b5be576cdf0022eb/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f79e4cf9b5be576cdf0022eb/中创新航科技集团股份有限公司 — 2027年校园招聘 | 截止：2027-04-17Mon, 19 Oct 2026 19:30:34 GMTResource深圳阿费卡科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f93394381742e64607ad52d2/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f93394381742e64607ad52d2/深圳阿费卡科技有限公司 — 2027年校园招聘 | 截止：2027-04-14Mon, 19 Oct 2026 19:30:34 GMTResource烟台万华成达化学有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-fb20511448ff50140a7f6b7a/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-fb20511448ff50140a7f6b7a/烟台万华成达化学有限公司 — 2027年校园招聘 | 截止：2027-04-15Mon, 19 Oct 2026 19:30:34 GMTResource大连科苑同芳学校2027届秋季校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-fc4ca4efed249aea1602b429/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-fc4ca4efed249aea1602b429/大连科苑同芳学校 — 2027届秋季校园招聘 | 截止：2027-10-19Mon, 19 Oct 2026 19:30:34 GMTResource【师者如光】东明：立德树人守...https://iheadwater.github.io/dailyinfo-web/resource/dlutzhxw-4d0c247d4e118a8c8ce1af85/https://iheadwater.github.io/dailyinfo-web/resource/dlutzhxw-4d0c247d4e118a8c8ce1af85/介绍东明老师在立德树人方面的先进事迹。Mon, 19 Oct 2026 19:30:34 GMTResource<strong>Physics-Informed Neural Operators and Generative Models for Multi-Task Surrogate Modeling of CO</strong><sub>2</sub><strong>Plume Migration in Ultra-Heterogeneous Reservoirs: A Benchmark Comparative Study</strong>https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-ab4dfa0ab3ff4012fd0f27ab/https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-ab4dfa0ab3ff4012fd0f27ab/该基准比较研究系统评估了物理信息神经算子与生成模型在超非均质储层CO2羽流运移多任务代理建模中的表现，为不同方法的适用性提供了比较依据。Sun, 18 Oct 2026 20:00:54 GMTPapersSatellite‐Based Estimates of Irrigation Water Use Versus Modeling Reconstructions: How Much do They Differ?https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-9ad58dd42d3fb7e1abeea112/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-9ad58dd42d3fb7e1abeea112/该研究比较卫星反演的灌溉用水量与模型重建结果，揭示两者差异幅度及其可能来源，并强调需谨慎解读模型重建的灌溉用水估算。Sun, 18 Oct 2026 20:00:54 GMTPapersAlaskan Glaciers in a Warming Climatehttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-d413a0cb6ab0426d84e7a2b6/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-d413a0cb6ab0426d84e7a2b6/该综述系统评估了变暖气候下阿拉斯加冰川的质量损失、退缩及其对海平面上升和区域水资源的影响，并讨论了未来变化趋势。Sun, 18 Oct 2026 20:00:54 GMTPapersSabu: A microservices-based software framework for disaggregated carbon emissions estimationhttps://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-17e7a0afaff05c6f9fa7d592/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-17e7a0afaff05c6f9fa7d592/提出基于微服务的Sabu软件框架，用于细粒度碳排放估算并提升系统的可扩展性与部署灵活性。Sun, 18 Oct 2026 20:00:54 GMTPapersSpherical graph neural super-resolution for atmospheric moisture fields with conservation correction and cross-resolution transferhttps://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-8aa92c7235e0a917f9a40a57/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-8aa92c7235e0a917f9a40a57/提出结合守恒校正与跨分辨率迁移的球面图神经超分辨率方法，用于大气水汽场高分辨率重建并保持物理守恒。Sun, 18 Oct 2026 20:00:54 GMTPapersA Deep Learning–driven Decision Support System for characterization of probability distribution tails of hydrometeorological extremeshttps://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-bc27c43be6bc22333575040a/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-bc27c43be6bc22333575040a/构建深度学习驱动的决策支持系统，用于刻画水文气象极端事件概率分布的尾部特征，从而改进极端风险评估。Sun, 18 Oct 2026 20:00:54 GMTPapersOffshore Freshened Groundwater Distribution Is Controlled by Along‐ and Cross‐Shore Topographic Variabilityhttps://iheadwater.github.io/dailyinfo-web/papers/grl-104d9c061c8c6d2e67acfec0/https://iheadwater.github.io/dailyinfo-web/papers/grl-104d9c061c8c6d2e67acfec0/表明近岸淡化地下水分布受沿岸和跨岸地形变化控制，为海底地下水排泄与淡水资源评估提供新认识。Sun, 18 Oct 2026 20:00:54 GMTPapersInterpretable Machine Learning Reveals Global Nonlinear Responses of Soil Respiration to Climatehttps://iheadwater.github.io/dailyinfo-web/papers/grl-11f64a4867723f28e7660906/https://iheadwater.github.io/dailyinfo-web/papers/grl-11f64a4867723f28e7660906/利用可解释机器学习揭示全球土壤呼吸对气候因子的非线性响应及其空间差异，为改进碳循环预测提供依据。Sun, 18 Oct 2026 20:00:54 GMTPapersAnalysis of the Correlation Between Post‐Injection Wellhead Pressure Decay and Trailing Seismicityhttps://iheadwater.github.io/dailyinfo-web/papers/grl-1505e3ea230f68797c960049/https://iheadwater.github.io/dailyinfo-web/papers/grl-1505e3ea230f68797c960049/分析了注入后井口压力衰减与滞后地震活动的相关性，指出压力衰减过程可能控制诱发地震的滞后响应。Sun, 18 Oct 2026 20:00:54 GMTPapersFlood Responses to Climate Warming on Tribal Lands Using High‐Resolution Hydrodynamic Modelinghttps://iheadwater.github.io/dailyinfo-web/papers/grl-259ca262749245d0efb2724d/https://iheadwater.github.io/dailyinfo-web/papers/grl-259ca262749245d0efb2724d/利用高分辨率水动力模型评估部落土地洪水对气候变暖的响应，揭示升温下淹没范围和频率的变化。Sun, 18 Oct 2026 20:00:54 GMTPapersExploring Jupiter's Mid‐Latitude Dusk Magnetopause: The Impact of Magnetic Reconnectionhttps://iheadwater.github.io/dailyinfo-web/papers/grl-294b9009c1972b6ef830f27c/https://iheadwater.github.io/dailyinfo-web/papers/grl-294b9009c1972b6ef830f27c/通过分析木星中纬度黄昏侧磁层顶，揭示磁重联对其结构和动力学的重要影响。Sun, 18 Oct 2026 20:00:54 GMTPapersBiomass Burning in Australia: No Evidence for Carbonyl Sulfide (OCS) Enhancement in Fire Plumes From In‐Situ Measurements During SouthTRAChttps://iheadwater.github.io/dailyinfo-web/papers/grl-3e0e28be0c85a9cc27ee7a5e/https://iheadwater.github.io/dailyinfo-web/papers/grl-3e0e28be0c85a9cc27ee7a5e/基于SouthTRAC期间原位测量发现澳大利亚生物质燃烧烟羽中没有羰基硫（OCS）增强证据，对火灾OCS排放估算提出约束。Sun, 18 Oct 2026 20:00:54 GMTPapersAmmonia Air‐Sea Exchange in Southwest UKhttps://iheadwater.github.io/dailyinfo-web/papers/grl-6e8b9cb1c7dca0800831915f/https://iheadwater.github.io/dailyinfo-web/papers/grl-6e8b9cb1c7dca0800831915f/揭示了英国西南部海气氨交换的时空变化及其主要环境控制因素，为区域氮循环和大气氨收支提供观测约束。Sun, 18 Oct 2026 20:00:54 GMTPapersMillion‐Year Scale Hydrothermal and Hydrocarbon Evolution Hosted Within Stratified Thermohydraulic Systems in Sedimented Ultraslow‐Spreading Settings, Svyatogor and Vestnesa Ridgeshttps://iheadwater.github.io/dailyinfo-web/papers/grl-ba885fbb942287e2dcc651b9/https://iheadwater.github.io/dailyinfo-web/papers/grl-ba885fbb942287e2dcc651b9/在超慢速扩张的Svyatogor和Vestnesa脊沉积环境中识别出分层热液-水文系统，并重建了百万年尺度热液活动与烃类演化的耦合过程。Sun, 18 Oct 2026 20:00:54 GMTPapersDirect Experimental Observation of Wave‐Amplified Turbulent Mixinghttps://iheadwater.github.io/dailyinfo-web/papers/grl-d371ae099f97fb4acdbb24f9/https://iheadwater.github.io/dailyinfo-web/papers/grl-d371ae099f97fb4acdbb24f9/首次直接实验观测到波浪增强湍流混合，并量化了波浪对混合效率的放大作用。Sun, 18 Oct 2026 20:00:54 GMTPapersSandy Turbidity Current Acts as a Rusty Carbon Pump at the Shelf Edgehttps://iheadwater.github.io/dailyinfo-web/papers/grl-e041b8a56b7a2fc7b6796a8f/https://iheadwater.github.io/dailyinfo-web/papers/grl-e041b8a56b7a2fc7b6796a8f/发现陆架边缘砂质浊流可充当“锈蚀碳泵”，通过铁氧化物—有机碳相互作用促进碳的输送与埋藏。Sun, 18 Oct 2026 20:00:54 GMTPapersDistinct Characteristics of Convectively Induced Turbulence (CIT) and Non‐CIT in the Western Pacific Using In Situ Aircraft Data and GK‐2A Satellite Datahttps://iheadwater.github.io/dailyinfo-web/papers/grl-f6742f97b51605ded28d78af/https://iheadwater.github.io/dailyinfo-web/papers/grl-f6742f97b51605ded28d78af/该研究结合飞机原位观测与GK-2A卫星数据，揭示了西太平洋对流诱发湍流（CIT）与非CIT在发生环境及云—对流特征上的显著差异，为改进该区域湍流识别与预报提供了依据。Sun, 18 Oct 2026 20:00:54 GMTPapersInvestigating Cloud–Radiation Error Compensations Stemming From Climate Model Calibrationhttps://iheadwater.github.io/dailyinfo-web/papers/james-568fdce4314866adeb2039bd/https://iheadwater.github.io/dailyinfo-web/papers/james-568fdce4314866adeb2039bd/本文研究气候模式校准过程中云—辐射误差相互补偿的现象，揭示仅依赖整体辐射收支约束可能掩盖云过程偏差的问题。Sun, 18 Oct 2026 20:00:54 GMTPapersDeciphering leakage in cut-off walls-aquifer dual domain system using tracer breakthrough analysishttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-c05418a8f3132f75c637bee0/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-c05418a8f3132f75c637bee0/该研究基于示踪剂突破曲线分析，识别并解释了防渗墙—含水层双域系统中的渗漏行为，为防渗墙渗漏检测与定量评估提供了新方法。Sun, 18 Oct 2026 20:00:54 GMTPapersBacteroides–Escherichia interactions contribute to colonization resistance against Clostridioides difficilehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-a04e39c556bf54fe67954c5d/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-a04e39c556bf54fe67954c5d/发现拟杆菌与大肠杆菌之间的相互作用有助于对艰难梭菌形成定植抵抗。Sun, 18 Oct 2026 20:00:54 GMTPapersSolvent heterogeneity regulates assembly pathways in supramolecular polymerizationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ddf0d5e8cc70b29017c103e6/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ddf0d5e8cc70b29017c103e6/揭示溶剂异质性能够调控超分子聚合中的组装路径。Sun, 18 Oct 2026 20:00:54 GMTPapersMolecular architecture of <i>Cryptococcus</i> cell walls reveals species-specific chitosan-dependent remodelinghttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-eff610f7a1060b1a4b7f155a/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-eff610f7a1060b1a4b7f155a/通过解析隐球菌细胞壁的分子结构，揭示了物种特异性依赖于壳聚糖的细胞壁重塑机制。Sun, 18 Oct 2026 20:00:54 GMTPapersSustainable coagulant optimization via inverse filtration control and ensemble learning in a full-scale drinking water planthttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-434421653f18d4101613adaf/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-434421653f18d4101613adaf/提出基于反过滤控制与集成学习的混凝剂优化策略，并在全规模饮用水厂验证其可持续运行效果。Sun, 18 Oct 2026 20:00:54 GMTPapersSingle-entity tracking of intracellular resistance gene degradation by lattice-engineered nFe<sup>0</sup> in anoxic groundwaterhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-4e34d8d3bb985bebfb4dd863/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-4e34d8d3bb985bebfb4dd863/通过单实体追踪揭示晶格工程化纳米零价铁在缺氧地下水中降解细胞内抗性基因的过程与机制。Sun, 18 Oct 2026 20:00:54 GMTPapersEnhanced humic-like acid formation from waste activated sludge during alkaline thermal hydrolysis - Dual role of reducing sugarshttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-a030f3ca69c114a34ee6bc46/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-a030f3ca69c114a34ee6bc46/揭示还原糖在碱性热水解促进剩余活性污泥生成类腐殖酸过程中的双重作用。Sun, 18 Oct 2026 20:00:54 GMTPapersDecoupled two-stage electrolysis for copper and persulfate recovery from micro-etching wastewater: Process optimization and energy savingshttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-df515d346c09a53ee2d09d46/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-df515d346c09a53ee2d09d46/提出解耦两阶段电解工艺从微蚀废水中回收铜和过硫酸盐，并通过工艺优化实现显著节能。Sun, 18 Oct 2026 20:00:54 GMTPapersBig Data for Small Streams: Leveraging a Coarse National Model to Enhance Fine‐Resolution Stream Temperature Predictionshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-03445cf2c29188308849300e/https://iheadwater.github.io/dailyinfo-web/papers/wrr-03445cf2c29188308849300e/研究利用粗分辨率国家模型的大数据增强小河流精细尺度水温预测，为数据稀缺溪流提供改进方法。Sun, 18 Oct 2026 20:00:54 GMTPapersDynamics and Mechanisms of Sudden Free Drainage in Saturated Mediahttps://iheadwater.github.io/dailyinfo-web/papers/wrr-0db617f740a2fc7331b516f8/https://iheadwater.github.io/dailyinfo-web/papers/wrr-0db617f740a2fc7331b516f8/研究阐明饱和介质中突发自由排水的动力学过程与机制，为理解饱和介质水分快速释放提供新认识。Sun, 18 Oct 2026 20:00:54 GMTPapersImpact of Global Warming‐Induced Sea‐Surface Salt Concentration Changes on Island Groundwater Systemhttps://iheadwater.github.io/dailyinfo-web/papers/wrr-3fa76df6d0ee8f376c44efb2/https://iheadwater.github.io/dailyinfo-web/papers/wrr-3fa76df6d0ee8f376c44efb2/研究评估全球变暖引起的海表盐浓度变化对岛屿地下水系统的影响，揭示海表盐度变化对岛屿地下水的潜在作用。Sun, 18 Oct 2026 20:00:54 GMTPapersTime‐Varying Operation Policies With GRU‐Based Parameterization for Adaptive Multi‐Objective Reservoir Operation Under Climate Changehttps://iheadwater.github.io/dailyinfo-web/papers/wrr-4999978eba0777c39e9fb8b3/https://iheadwater.github.io/dailyinfo-web/papers/wrr-4999978eba0777c39e9fb8b3/研究提出基于GRU参数化的时变调度策略，实现气候变化下多目标水库的自适应调度。Sun, 18 Oct 2026 20:00:54 GMTPapersEstimating River Suspended Sediment Concentrations From Sentinel‐2: Expanding the Training Set and Applicability to Multi‐Dammed Systemshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-4d935733bc0e220c2aa23b2b/https://iheadwater.github.io/dailyinfo-web/papers/wrr-4d935733bc0e220c2aa23b2b/研究通过扩展Sentinel-2训练样本提升河流悬浮泥沙浓度估算能力，并验证其在多坝系统的适用性。Sun, 18 Oct 2026 20:00:54 GMTPapersHigh Frequency Storm Sampling and Analysis of Hysteretic Transport Behavior Offers Insights Into Dynamic Microplastic Activation, Flux and Depletion Within a Peri‐Urban Streamhttps://iheadwater.github.io/dailyinfo-web/papers/wrr-81ffbec26990d6a01dc6b233/https://iheadwater.github.io/dailyinfo-web/papers/wrr-81ffbec26990d6a01dc6b233/研究基于高频风暴采样和滞后输移行为分析，揭示城郊河流中微塑料的动态活化、通量与耗竭特征。Sun, 18 Oct 2026 20:00:54 GMTPapersHow Hydrological Structural Connectivity Controls Red Soil Erosion During Multiple‐Intermittent Rainfallshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-cec23e9a83c3254079334a5f/https://iheadwater.github.io/dailyinfo-web/papers/wrr-cec23e9a83c3254079334a5f/研究揭示水文结构连通性如何调控多场间歇性降雨下的红壤侵蚀过程，为侵蚀预测与治理提供机制依据。Sun, 18 Oct 2026 20:00:54 GMTPapersA Generalized Unit Hydrograph Theory for Dynamic River Networkshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-e42b9f8fd40f72d9cb5968e4/https://iheadwater.github.io/dailyinfo-web/papers/wrr-e42b9f8fd40f72d9cb5968e4/研究提出适用于动态河网的广义单位线理论，为河网结构变化条件下的洪水响应模拟提供新框架。Sun, 18 Oct 2026 20:00:54 GMTPapersIdentifying Potential Protected Area for Native Fish in Arid Regions Under Compound Climatic and Hydrological Changehttps://iheadwater.github.io/dailyinfo-web/papers/wrr-e70f8da50d7800f710009de7/https://iheadwater.github.io/dailyinfo-web/papers/wrr-e70f8da50d7800f710009de7/研究在复合气候与水文变化情景下识别干旱区本土鱼类的潜在保护区域，为保护区规划提供科学依据。Sun, 18 Oct 2026 20:00:54 GMTPapersWatershed‐Scale Simulation of Hydrology and Carbon Cycling With Explicit Lake Representationhttps://iheadwater.github.io/dailyinfo-web/papers/wrr-ef96aa4e6719b8242ff7d4fe/https://iheadwater.github.io/dailyinfo-web/papers/wrr-ef96aa4e6719b8242ff7d4fe/研究在流域尺度水文与碳循环模拟中显式表征湖泊，揭示湖泊对水文过程和碳循环的影响。Sun, 18 Oct 2026 20:00:54 GMTPapersComfy-Org/ComfyUIhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-a40c23592653594e2e1e976c/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-a40c23592653594e2e1e976c/模块化扩散模型 GUI/API/后端，通过图节点界面实现强大且快速的本地推理。Sun, 18 Oct 2026 19:45:37 GMTCodeakitaonrails/ai-memoryhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-e4d1a8038efa588e69b80086/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-e4d1a8038efa588e69b80086/Rust 实现的 AI 长期记忆方案，为编码 CLI 提供跨会话记忆并支持不同 Agent 厂商间交接。Sun, 18 Oct 2026 19:45:37 GMTCodeKruk2/jasnahttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-e912f075447db3a6d387f6e6/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-e912f075447db3a6d387f6e6/视频修复工具，旨在恢复和增强视频画质。Sun, 18 Oct 2026 19:45:37 GMTCodemlabonne/llm-coursehttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-f88bad5e4b060d01420a3770/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-f88bad5e4b060d01420a3770/系统学习大语言模型的课程资源，包含学习路线图和 Colab 实践笔记本。Sun, 18 Oct 2026 19:45:37 GMTCodeVyber07/cyber-securityhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-453cb2d91969290353bd6016/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-453cb2d91969290353bd6016/网络安全领域数据集与资源，覆盖安全知识、威胁分析等场景，服务安全智能体训练与评测。Sun, 18 Oct 2026 19:45:37 GMTCodenvidia/Qwen3.8-Flash-Next-FP4-Localhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-23699d6a4d8f7edbcfd93df3/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-23699d6a4d8f7edbcfd93df3/NVIDIA FP4量化本地版Qwen3.8 Flash多模态模型，面向低显存高效图文推理部署。Sun, 18 Oct 2026 19:45:37 GMTCodeLiquidAI/LFM2.5-24B-A2B-GGUFhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-8f75241cb18a047269f92ebe/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-8f75241cb18a047269f92ebe/LFM2.5-24B-A2B-GGUF 是 LFM2.5 24B-A2B 的 GGUF 量化版本，面向本地与边缘设备的高效文本生成部署。Sun, 18 Oct 2026 19:45:37 GMTCodeOpenMOSS-Team/MOSS-Image-Basehttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b197a9ee9e50ca1173caccfc/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b197a9ee9e50ca1173caccfc/MOSS-Image-Base 是文生图基础模型，提供可扩展的文本到图像生成底座。Sun, 18 Oct 2026 19:45:37 GMTCodeAST-1320/Qwen-2511-Plus-Flux.2-kleinhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-06756a447ed4ce1595543f5c/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-06756a447ed4ce1595543f5c/融合 Qwen-2511-Plus 与 FLUX.2 Klein 的 Gradio 演示，探索文本理解与高效图像生成的协同工作流。Sun, 18 Oct 2026 19:45:37 GMTCode[AINews] High Taste Testers Ep. 1https://iheadwater.github.io/dailyinfo-web/ai-news/latentspace-1ccc1e4e0e678a7d1a958af5/https://iheadwater.github.io/dailyinfo-web/ai-news/latentspace-1ccc1e4e0e678a7d1a958af5/🧠 模型进展 Meta 发布 Muse Spark Open：816B 总参/42B 激活 MoE、1M 上下文、多模态输入，AA Intelligence Index 39 为美国开源权重最高。 Reflection 发布 Apache 2.0 的 Beam 1.0：501B 总参/23B 激活 MoE、1M 上下文，AA 30 位列美国开源第二。 Gemini 4 Argon 向 Pro 订阅者和 AI Studio Build 广泛开放，输出上限提至 1M tokens，并在 Perplexity WANDR 创 SOTA、Agent Arena 排第 5。 Anthropic 将 H…Sat, 17 Oct 2026 20:30:27 GMTAI NewsAdaptation Potential of Local Water Management Practices to Glacier Losshttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-4cdf6bd846639f583b406916/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-4cdf6bd846639f583b406916/研究系统评估了本地水资源管理实践对冰川损失的适应潜力，表明合理的地方管理措施可在一定程度上缓解冰川融水减少带来的水资源压力。Sat, 17 Oct 2026 20:01:34 GMTPapersNo Net Increase in Ecosystem Water Limitation Under Greenhouse Warminghttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-69efa9be662848f2f41f6ce2/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-69efa9be662848f2f41f6ce2/研究表明，在温室变暖背景下生态系统水分限制并未出现净增加，提示其响应可能受多种相互抵消的机制调控。Sat, 17 Oct 2026 20:01:34 GMTPapersCoral Reef‐Level Upwelling in an Internal Wave Hotspot Modulated by Mesoscale Dynamicshttps://iheadwater.github.io/dailyinfo-web/papers/grl-1f9e931de5dd5b1dcfca87cd/https://iheadwater.github.io/dailyinfo-web/papers/grl-1f9e931de5dd5b1dcfca87cd/研究揭示内波热点区珊瑚礁层位的上升流受中尺度动力过程调制，凸显物理动力对礁区环境供给的影响。Sat, 17 Oct 2026 20:01:34 GMTPapersENSO's Imprint on the Southern Ocean: Wind Waves Drive Surface Cross‐Frontal Flowhttps://iheadwater.github.io/dailyinfo-web/papers/grl-2aec8ec0dd4e2a57eeb98028/https://iheadwater.github.io/dailyinfo-web/papers/grl-2aec8ec0dd4e2a57eeb98028/ENSO通过改变风浪活动驱动南大洋表层跨锋面流动，从而在海洋锋区留下可辨识的气候印迹。Sat, 17 Oct 2026 20:01:34 GMTPapersFractal Dimension of Shallow Cumulus Cloud Boundaries Beyond Bulk Fractal Scalinghttps://iheadwater.github.io/dailyinfo-web/papers/grl-622bdfc6632a9669a429f60f/https://iheadwater.github.io/dailyinfo-web/papers/grl-622bdfc6632a9669a429f60f/对浅积云边界的分形维数分析表明仅用整体分形标度不足以描述其复杂几何，需考虑多尺度边界结构。Sat, 17 Oct 2026 20:01:34 GMTPapersLong‐Term Increase in Equatorial Rayleigh‐Taylor Instability: Synergistic Effects of Greenhouse Gas Cooling and Geomagnetic Field Secular Variationhttps://iheadwater.github.io/dailyinfo-web/papers/grl-73adab1ecf2c5d8d8a16745a/https://iheadwater.github.io/dailyinfo-web/papers/grl-73adab1ecf2c5d8d8a16745a/研究表明温室气体冷却与地磁场长期变化的协同作用导致赤道瑞利-泰勒不稳定性长期增强。Sat, 17 Oct 2026 20:01:34 GMTPapersMicromechanical Insights Into the Cyclic Behavior of Fault‐Valve Systemshttps://iheadwater.github.io/dailyinfo-web/papers/grl-88c69c37803563b8fce1a9fb/https://iheadwater.github.io/dailyinfo-web/papers/grl-88c69c37803563b8fce1a9fb/从微观力学角度揭示断层阀系统在循环流体压力与裂隙演化中的耦合机制，为理解断层渗透率恢复和再活化提供依据。Sat, 17 Oct 2026 20:01:34 GMTPapersMultidecadal Changes in Atmospheric Dryness Over East Asia Dominated by Internal Climate Variabilityhttps://iheadwater.github.io/dailyinfo-web/papers/grl-b91a463d98860fa67207a75c/https://iheadwater.github.io/dailyinfo-web/papers/grl-b91a463d98860fa67207a75c/东亚大气干燥度的多年代际变化主要由内部气候变率主导而非外强迫，为区域干湿变化归因和预估提供关键约束。Sat, 17 Oct 2026 20:01:34 GMTPapersRectified Effect of Synoptic‐Scale Atmospheric Eddies on Global Ocean‐Atmosphere Heat Exchangeshttps://iheadwater.github.io/dailyinfo-web/papers/grl-bd716a33cbb016af5e8be4e5/https://iheadwater.github.io/dailyinfo-web/papers/grl-bd716a33cbb016af5e8be4e5/天气尺度大气涡旋通过整流效应显著影响全球海气热交换，强调高频涡动在气候平均热收支中的不可忽略作用。Sat, 17 Oct 2026 20:01:34 GMTPapersMechanical Irreversibility and Strength Overcompensation in a Gypsum Dehydration–Rehydration Cyclehttps://iheadwater.github.io/dailyinfo-web/papers/grl-cdd800d2e5efb4fcd89ce410/https://iheadwater.github.io/dailyinfo-web/papers/grl-cdd800d2e5efb4fcd89ce410/石膏脱水—再水化循环实验揭示其力学行为不可逆并在再水化后出现强度超补偿，对含石膏岩石和断层的循环变形有启示。Sat, 17 Oct 2026 20:01:34 GMTPapersPatch Interactions on a Heterogeneous Fault Drive Nearby Slow and Fast Earthquakeshttps://iheadwater.github.io/dailyinfo-web/papers/grl-d3e46f68f3b2cae3433832b2/https://iheadwater.github.io/dailyinfo-web/papers/grl-d3e46f68f3b2cae3433832b2/非均匀断层上不同斑块间的应力相互作用可驱动邻近区域发生慢滑移与快速地震，解释同一断层上慢地震和常规地震共存。Sat, 17 Oct 2026 20:01:34 GMTPapersNo Evidence for Strongly Enhanced Northern Hemisphere Cooling From Extratropical Versus Tropical Eruptionshttps://iheadwater.github.io/dailyinfo-web/papers/grl-da054bab3a085d8d368f9e6f/https://iheadwater.github.io/dailyinfo-web/papers/grl-da054bab3a085d8d368f9e6f/该研究通过对比热带与中高纬火山喷发，未发现中高纬喷发会显著增强北半球冷却的证据。Sat, 17 Oct 2026 20:01:34 GMTPapersObservation of Daily Flood Hazard During the SWOT Cal/Val Orbithttps://iheadwater.github.io/dailyinfo-web/papers/grl-dc217bbeb380b9491ccab234/https://iheadwater.github.io/dailyinfo-web/papers/grl-dc217bbeb380b9491ccab234/利用SWOT校准/验证轨道观测实现日尺度洪水危险监测，展示卫星测高对快速洪水淹没范围和水位变化的观测能力。Sat, 17 Oct 2026 20:01:34 GMTPapersRegime Shifts During Compound Drought‐Heatwave Events Amplify Ecosystem and Heat Stress Riskshttps://iheadwater.github.io/dailyinfo-web/papers/grl-fda990f0b09792e7ca59ac30/https://iheadwater.github.io/dailyinfo-web/papers/grl-fda990f0b09792e7ca59ac30/复合干旱—热浪事件期间的生态系统状态转换会放大生态与热应激风险，凸显极端事件叠加的非线性影响。Sat, 17 Oct 2026 20:01:34 GMTPapersPotential Benefits of Assimilating Phased Array Radar Data for Convective‐Scale Analysis and Prediction of Supercell Storms: A Proof‐of‐Concept OSSE Studyhttps://iheadwater.github.io/dailyinfo-web/papers/grl-ff1987aee8b12a6b67d56225/https://iheadwater.github.io/dailyinfo-web/papers/grl-ff1987aee8b12a6b67d56225/概念验证OSSE表明同化相控阵雷达资料可改善超级单体风暴的对流尺度分析与预报，为下一代雷达观测应用提供依据。Sat, 17 Oct 2026 20:01:34 GMTPapersKilometer‐Scale Modeling of Atmospheric River Precipitation Using the Regionally Refined SCREAM Modelhttps://iheadwater.github.io/dailyinfo-web/papers/james-a8a1c431e498181c85b1d1a7/https://iheadwater.github.io/dailyinfo-web/papers/james-a8a1c431e498181c85b1d1a7/利用区域加密的SCREAM模式开展公里尺度大气河降水模拟，评估了云分辨过程对大气河降水结构与强度的影响，为改进极端降水模拟提供依据。Sat, 17 Oct 2026 20:01:34 GMTPapersDiffusion‐Based Reconstruction of Western North Pacific Surface Winds From CYGNSS for Tropical Cyclone Analysishttps://iheadwater.github.io/dailyinfo-web/papers/james-ba3f95f1f5f0a8ae1d24822c/https://iheadwater.github.io/dailyinfo-web/papers/james-ba3f95f1f5f0a8ae1d24822c/提出基于扩散模型的CYGNSS西北太平洋海面风场重建方法，可获得更完整的高分辨率风场并提升热带气旋结构分析能力。Sat, 17 Oct 2026 20:01:34 GMTPapersPrecipitation isotope baseline for India: regional patterns, process controls, and applicationshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-0e2b5bec72d060285e19927a/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-0e2b5bec72d060285e19927a/该研究构建印度降水同位素基线，揭示其区域格局与过程控制并展示相关应用价值。Sat, 17 Oct 2026 20:01:34 GMTPapersSeasonal shift from phosphorus retention to remobilization along an aquaculture pond–sediment–groundwater pathway in a monsoon-influenced shallow lake marginhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-23261b06d4456581654ed7f6/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-23261b06d4456581654ed7f6/该研究识别季风影响下浅湖边缘养殖塘—沉积物—地下水路径中磷由滞留向再迁移的季节性转变，揭示内源磷释放风险。Sat, 17 Oct 2026 20:01:34 GMTPapersChanges in the annual cycle of shallow subarctic groundwater regimes over 50 yearshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-9aa2b7a41b7352a6ef99987b/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-9aa2b7a41b7352a6ef99987b/该研究揭示过去50年亚北极浅层地下水年内循环的变化，凸显气候变暖下地下水季节动态的显著调整。Sat, 17 Oct 2026 20:01:34 GMTPapersEffects of water depth and exit width on bottleneck evacuation dynamics under flood conditionshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-aec1fff74a6b31bce67377fa/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-aec1fff74a6b31bce67377fa/该研究揭示水深与出口宽度对洪水条件下瓶颈疏散动力学的耦合影响，为优化疏散出口设计提供依据。Sat, 17 Oct 2026 20:01:34 GMTPapersDecomposing multi-scale dynamic regulation from single-cell multiomics with scMagnifyhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-06f66296159ac9c52557f98d/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-06f66296159ac9c52557f98d/提出 scMagnify 从单细胞多组学中分解多尺度动态调控，为解析跨尺度细胞调控机制提供新工具。Sat, 17 Oct 2026 20:01:34 GMTPapersSize-dependent catalysis of Ru nanoparticles for selective reductive amination of PET plastichttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-210029b6ba7caced1544e54f/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-210029b6ba7caced1544e54f/发现 Ru 纳米颗粒的尺寸依赖催化可实现 PET 塑料选择性还原胺化。Sat, 17 Oct 2026 20:01:34 GMTPapersNonflammable sulfamoyl–carbonate hybrid electrolyte for high-voltage lithium batteries via preemptive passivationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-231b7825f874667aedcd1bcb/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-231b7825f874667aedcd1bcb/该工作提出预占钝化策略，构建不可燃的磺酰胺–碳酸酯杂化电解液，使高压锂电池兼具高安全性与稳定电化学性能。Sat, 17 Oct 2026 20:01:34 GMTPapersPermeability heterogeneity controls fluid migration and microseismicity evolution in The Geysers geothermal field, Californiahttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-37ee0529881ec758832b8252/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-37ee0529881ec758832b8252/揭示 The Geysers 地热田渗透率非均质性控制流体运移与微地震演化。Sat, 17 Oct 2026 20:01:34 GMTPapersMetabolic reprogramming of macrophage-specific transketolase orchestrates angiogenesis in diabetic woundshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-529c3b87734a6a93d3568c29/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-529c3b87734a6a93d3568c29/揭示巨噬细胞特异性转酮醇酶介导的代谢重编程协调糖尿病伤口血管生成。Sat, 17 Oct 2026 20:01:34 GMTPapersBrassinosteroids improve nitrogen utilization by antagonizing BIN2-mediated SnRK1 activationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-5849289be0bf6f1f82f6ae0c/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-5849289be0bf6f1f82f6ae0c/揭示油菜素甾醇通过拮抗 BIN2 介导的 SnRK1 激活提高氮利用效率。Sat, 17 Oct 2026 20:01:34 GMTPapersADAM17 is a broad HIV-1 restriction factor targeted by Nef to restore Env maturationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9e65147d67d8d6d7ad7c7d4f/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9e65147d67d8d6d7ad7c7d4f/揭示 ADAM17 是广谱 HIV-1 限制因子，而 Nef 通过靶向 ADAM17 恢复 Env 成熟。Sat, 17 Oct 2026 20:01:34 GMTPapersMolecular basis of PADI6 species-specific oligomerization in maternal regulatory complexeshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-b8cca3e7dc0cb5e84ad1dda4/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-b8cca3e7dc0cb5e84ad1dda4/阐明 PADI6 物种特异性寡聚化及其在母源调控复合物中的分子基础。Sat, 17 Oct 2026 20:01:34 GMTPapersBrown adipose tissue ankyrin-B cell-autonomously modulates lipid content and its deletion protects male mice against diet-induced obesityhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-bba1b559fcde6005773a2477/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-bba1b559fcde6005773a2477/发现棕色脂肪细胞 Ankyrin-B 自主调控脂质含量，其缺失可保护雄性小鼠抵抗饮食诱导肥胖。Sat, 17 Oct 2026 20:01:34 GMTPapersBreaking water-structure constraints by Hofmeister effects in interfacial polymerization for polyamide membraneshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-bcf8a1809a356bc2f19acfba/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-bcf8a1809a356bc2f19acfba/利用 Hofmeister 效应打破界面聚合中的水结构限制，为高性能聚酰胺膜制备提供新策略。Sat, 17 Oct 2026 20:01:34 GMTPapersSpatially resolving isomeric trisaccharides on surfaces with Orbitrap-SIMShttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-df2087f82fc893c64fa121b2/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-df2087f82fc893c64fa121b2/该研究利用Orbitrap-SIMS实现了表面异构三糖的空间分辨区分与成像，为复杂糖类异构体的原位分析提供了新方法。Sat, 17 Oct 2026 20:01:34 GMTPapersOptical-handedness-driven enantioselective synthesis and programmable chirality encoding of covalent organic frameworkshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-f8bacf5d17181940ceb74796/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-f8bacf5d17181940ceb74796/利用光学手性驱动实现共价有机框架的对映选择性合成与可编程手性编码。Sat, 17 Oct 2026 20:01:34 GMTPapersDual Nd isotopic archives in fossil teeth reveal bottom-current control of rare-earth element enrichment in deep-sea sedimentshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-006eee690e284bcd6593569d/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-006eee690e284bcd6593569d/利用化石牙齿双Nd同位素档案揭示底流控制深海沉积物中稀土元素富集。Sat, 17 Oct 2026 20:01:34 GMTPapersMethyltransferase RsmB chaperones E. coli ribosome assembly by orchestrating the recruitment of ribosomal proteinshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-0161c97a7c163cca5dfe365d/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-0161c97a7c163cca5dfe365d/发现甲基转移酶RsmB作为伴侣协调核糖体蛋白招募，从而促进大肠杆菌核糖体组装。Sat, 17 Oct 2026 20:01:34 GMTPapersObservation of a supersolid phase in a spin-orbit coupled exciton-polariton Bose-Einstein condensatehttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-02f112c9c631361431adc5db/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-02f112c9c631361431adc5db/在自旋轨道耦合的激子-极化激元玻色-爱因斯坦凝聚中观察到超固态相。Sat, 17 Oct 2026 20:01:34 GMTPapersTONSL/TONSOKU binding to histone H3.1 is required for DNA repairhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-066b870dea1ac657160d8c4e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-066b870dea1ac657160d8c4e/发现TONSL/TONSOKU与组蛋白H3.1结合是DNA修复所必需的。Sat, 17 Oct 2026 20:01:34 GMTPapersExtended field-of-view two-photon imaging in the deep brain of freely behaving mice using lightweight microfabricated corrective opticshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-179ccefb24d63905093a88af/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-179ccefb24d63905093a88af/开发轻量微型矫正光学器件，在自由活动小鼠深脑实现扩展视场双光子成像。Sat, 17 Oct 2026 20:01:34 GMTPapersTranscriptional control of meiotic recombination by DREAM complex componentshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-18b3834fc5ce60364e817761/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-18b3834fc5ce60364e817761/发现DREAM复合体组分在转录水平调控减数分裂重组。Sat, 17 Oct 2026 20:01:34 GMTPapersMechanoadaptive nanowire viscoplastic composites with strain-enhanced conductivity for reprocessable bioelectronic interfaceshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-2ba2c8407a45abf39beb6de5/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-2ba2c8407a45abf39beb6de5/研制出具有应变增强导电性的机械自适应纳米线粘塑性复合材料，可用于可再加工生物电子界面。Sat, 17 Oct 2026 20:01:34 GMTPapersChemogenetic ubiquitin E1 inhibitor TAK-243 CRISPR screen uncovers HAPSTR1/HUWE1 axis in chromatin proteostasis and cell cycle controlhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-358ca8b694fdd4616b9304ab/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-358ca8b694fdd4616b9304ab/通过TAK-243 CRISPR筛选揭示HAPSTR1/HUWE1轴在染色质蛋白稳态和细胞周期控制中的作用。Sat, 17 Oct 2026 20:01:34 GMTPapersSIK2 antagonizes postinfarction cardiac repair by driving macrophage proinflammatory and impairing efferocytosishttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-4d5aa2635261c78c160e7af9/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-4d5aa2635261c78c160e7af9/研究揭示SIK2通过促进巨噬细胞促炎并损害胞葬作用，拮抗心肌梗死后心脏修复。Sat, 17 Oct 2026 20:01:34 GMTPapersPeripheral nerve injury alters metabolic function and neuronal excitability through the Lin28/let-7 pathwayhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-5231ec17191213aa6bcf2bee/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-5231ec17191213aa6bcf2bee/研究发现周围神经损伤通过Lin28/let-7通路改变代谢功能和神经元兴奋性。Sat, 17 Oct 2026 20:01:34 GMTPapersPractical continuous-variable quantum key distribution with squeezed lighthttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-529e738a86162817c7289c46/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-529e738a86162817c7289c46/利用压缩光实现实用化连续变量量子密钥分发。Sat, 17 Oct 2026 20:01:34 GMTPapersCellDiffusion: Enhancing scRNA-seq data integration with accurate inference of cell-cell associationhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-62d3a0953e75d14c304e99e2/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-62d3a0953e75d14c304e99e2/提出CellDiffusion方法，在增强单细胞RNA测序数据整合的同时准确推断细胞间关联。Sat, 17 Oct 2026 20:01:34 GMTPapersMuscle stem cells produce a protective Fibrillin-1 matrix to prevent precocious activationhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-6b30e62919a62f2a7eb34e1a/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-6b30e62919a62f2a7eb34e1a/研究发现肌肉干细胞产生保护性Fibrillin-1基质，防止其过早激活。Sat, 17 Oct 2026 20:01:34 GMTPapersExploring calibration-free luminescence thermometry with Mn4+ anti-Stokes/Stokes emissionhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-7d0780a3f14f6a9b47b20f7c/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-7d0780a3f14f6a9b47b20f7c/通过分析Mn4+的反斯托克斯/斯托克斯发射，探索了无需校准的发光测温方案并评估其温度传感性能。Sat, 17 Oct 2026 20:01:34 GMTPapersErratum for the Research Article “The design and reconstructible history of the Mayan eclipse table of the Dresden Codex”https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-80bf859e7a247805ab06c377/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-80bf859e7a247805ab06c377/发布对《德累斯顿抄本玛雅日食表的设计与可重建历史》研究文章的勘误更正。Sat, 17 Oct 2026 20:01:34 GMTPapersCell-intrinsic steroidogenesis regulates mast cell functionhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-85cfd30656b0c9904050579e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-85cfd30656b0c9904050579e/研究发现肥大细胞具有细胞内在的类固醇合成能力，并通过该通路调控其功能，揭示了类固醇生成在肥大细胞免疫调节中的新作用。Sat, 17 Oct 2026 20:01:34 GMTPapersSuppression of meiotic double-strand break formation in somatic cells by DREAM factors TCX5/6 maintains genome stabilityhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-862412b376f38e8ad39dba97/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-862412b376f38e8ad39dba97/研究发现DREAM复合物因子TCX5/6在体细胞中抑制减数分裂双链断裂形成，从而维持基因组稳定性。Sat, 17 Oct 2026 20:01:34 GMTPapersAniline N-oxide enables highly β-selective SN2 glycosylation in the absence of neighboring group participationhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-8771a25a0a4bcc0074ffdeb5/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-8771a25a0a4bcc0074ffdeb5/发现苯胺N-氧化物可在无邻基参与下实现高β选择性的SN2糖基化。Sat, 17 Oct 2026 20:01:34 GMTPapersDeath and chemotaxis: Bacterial chemotaxis enables collective escape from phage predationhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-8e4b99f7268f7d4f9ec5343e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-8e4b99f7268f7d4f9ec5343e/发现细菌趋化性使菌群能够集体逃离噬菌体捕食，从而将趋化行为与抗噬菌体防御和死亡动态联系起来。Sat, 17 Oct 2026 20:01:34 GMTPapersNoninvasive ultrashort wave neuromodulation enhances glymphatic clearance to alleviate traumatic brain edema and Alzheimer’s pathologyhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-927e1cfda3c99660d42e2981/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-927e1cfda3c99660d42e2981/非侵入超短波神经调控增强类淋巴清除，减轻创伤性脑水肿和阿尔茨海默病理。Sat, 17 Oct 2026 20:01:34 GMTPapersWNK1 links ionic signals to microtubule dynamics to control pyrin inflammasome assemblyhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-94f96ff4de8ff3aad4b60508/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-94f96ff4de8ff3aad4b60508/揭示WNK1将离子信号与微管动力学偶联，从而调控pyrin炎症小体组装。Sat, 17 Oct 2026 20:01:34 GMTPapersProgrammable and selective silencing of oncogenic fusion transcripts by CRISPR-Cas13b via breakpoint sequence recognitionhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-97d31ee0d3844dd5217d9d82/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-97d31ee0d3844dd5217d9d82/证明CRISPR-Cas13b可通过识别融合断点序列可编程、选择性地沉默致癌融合转录本。Sat, 17 Oct 2026 20:01:34 GMTPapersMagnetically gated millimeter-scale capsule power system for leadless electrotherapyhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-9a6375082292ac9be4cba4fc/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-9a6375082292ac9be4cba4fc/构建磁门控毫米级胶囊供能系统，支持无导线电疗。Sat, 17 Oct 2026 20:01:34 GMTPapersFibroblast-like synoviocytes exacerbate autoimmune arthritis upon psychological stress in an IL-6–dependent mannerhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-a64c061bdf44da2625642cd5/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-a64c061bdf44da2625642cd5/研究发现心理应激可通过IL-6依赖机制激活成纤维样滑膜细胞，从而加剧自身免疫性关节炎。Sat, 17 Oct 2026 20:01:34 GMTPapersTherapeutic-scale CAR-NK microrobots with programmable swarm navigation for targeted solid tumor therapyhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-b5a73a103deb5ef4e8677f14/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-b5a73a103deb5ef4e8677f14/设计可编程集群导航的治疗级CAR-NK微机器人，实现实体瘤靶向治疗。Sat, 17 Oct 2026 20:01:34 GMTPapersMagneto-mechano-electrochemical fiber for deformation-resilient and smart electronic textileshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-ba264631fb4f702b62f90a9e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-ba264631fb4f702b62f90a9e/研发磁-机-电化学纤维，使智能电子纺织品在形变下保持稳定功能。Sat, 17 Oct 2026 20:01:34 GMTPapersLatent effector capacity governs reversible T cell exhaustion: A theoretical mathematical model of PD-1 blockade responsehttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-bac3257006bc56dc869056c3/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-bac3257006bc56dc869056c3/通过构建理论数学模型，研究提出潜伏效应能力决定T细胞耗竭的可逆性并影响PD-1阻断应答，为预测免疫治疗反应提供机制框架。Sat, 17 Oct 2026 20:01:34 GMTPapersA comprehensive phylogenomic framework for brachiopod evolution among lophotrochozoanshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-bed1a4e195387556deb174a6/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-bed1a4e195387556deb174a6/构建腕足动物在冠轮动物中的系统发育基因组学框架，厘清其演化位置与历史。Sat, 17 Oct 2026 20:01:34 GMTPapersCo-opted CHIP E3 Ub-ligase provides protein quality control by regulating molecular properties of condensates formed by a positive-strand RNA virushttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-bedb0a274a7e85858c59fe26/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-bedb0a274a7e85858c59fe26/被劫持的CHIP E3泛素连接酶通过调控正链RNA病毒凝聚体的分子性质提供蛋白质量控制。Sat, 17 Oct 2026 20:01:34 GMTPapersErratum for the Research Article “FOXA1 O-GlcNAcylation–mediated transcriptional switch governs metastasis capacity in breast cancer”https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c206fbb7dfd9b6ea84229bb2/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c206fbb7dfd9b6ea84229bb2/发布对《FOXA1 O-GlcNAcylation介导的转录开关调控乳腺癌转移能力》研究文章的勘误更正。Sat, 17 Oct 2026 20:01:34 GMTPapersPhosphorylation by CaMKIV regulates the transcriptional repressor activity and half-life of REST/NRSFhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c387bb350d5a974ec471bffa/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c387bb350d5a974ec471bffa/研究揭示CaMKIV介导的磷酸化调控REST/NRSF的转录抑制活性及其半衰期。Sat, 17 Oct 2026 20:01:34 GMTPapersEstablishment of titration-based control of DNA replication in Escherichia colihttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c74b1f41c649a213e7f18067/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c74b1f41c649a213e7f18067/研究在大肠杆菌中建立了基于滴定的DNA复制控制体系。Sat, 17 Oct 2026 20:01:34 GMTPapersBreaking the tetrahedral constraint of tetracoordination: Square-planar [ICl4] enables unprecedented birefringence in [C(NH2)3][ICl4]https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d3bd2a692cb87a7d6e571af4/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d3bd2a692cb87a7d6e571af4/突破四配位四面体限制，利用平面四方[ICl4]在[C(NH2)3][ICl4]中实现空前双折射。Sat, 17 Oct 2026 20:01:34 GMTPapersKinetic-driven microphase separation and vitrification of crowded hydrogels with associative bondshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d92fd42ea5298743e5ab07c2/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d92fd42ea5298743e5ab07c2/研究揭示具有缔合键的拥挤水凝胶中由动力学驱动的微相分离与玻璃化行为。Sat, 17 Oct 2026 20:01:34 GMTPapersCharge-mediated remote epitaxy of Ga2O3 via MoS2https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-dbd4ec5aa926d00fa1a72136/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-dbd4ec5aa926d00fa1a72136/研究利用MoS2中间层及电荷介导机制实现Ga2O3的远程外延。Sat, 17 Oct 2026 20:01:34 GMTPapersPINK1-mediated mitophagy supports lung cancer initiation and limits the efficacy of KRAS-targeted therapyhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-dca15a0cd10b538a78c628cc/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-dca15a0cd10b538a78c628cc/揭示PINK1介导的线粒体自噬支持肺癌发生并限制KRAS靶向治疗疗效。Sat, 17 Oct 2026 20:01:34 GMTPapersForcing closure suggests stronger aerosol forcing and higher climate sensitivity than the consensushttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-e2d374082ed94506ae24fcf1/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-e2d374082ed94506ae24fcf1/通过强迫闭合约束表明气溶胶强迫更强、气候敏感度高于共识。Sat, 17 Oct 2026 20:01:34 GMTPapersPhotocatalytic covalent retention MRI for precision guidance of phototherapyhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-eaf6c441c9f219a584dae71e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-eaf6c441c9f219a584dae71e/开发光催化共价保留MRI策略，用于光疗的精准引导。Sat, 17 Oct 2026 20:01:34 GMTPapersSubstrate-bound structures of yeast ALA synthase reveal protein dynamics initiating heme biosynthesishttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-ec94783129da3d723de8866e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-ec94783129da3d723de8866e/解析酵母ALA合酶底物结合结构，揭示启动血红素生物合成的蛋白动态变化。Sat, 17 Oct 2026 20:01:34 GMTPapersA caprine mammary infection model for highly pathogenic avian influenza H5N1https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-f5ad9daaa4481e784e8780cf/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-f5ad9daaa4481e784e8780cf/研究建立山羊乳腺感染模型，用于研究高致病性禽流感H5N1的乳腺感染与传播。Sat, 17 Oct 2026 20:01:34 GMTPapersEarly Neolithic genomes suggest a local origin for millet farmers in East Asiahttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-fa31fe6dca20e2128f261507/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-fa31fe6dca20e2128f261507/早期新石器基因组表明东亚粟作农民具有本地起源。Sat, 17 Oct 2026 20:01:34 GMTPapersMFN2-associated astrocyte dysfunction contributes to neuronal hyperexcitability and depressive-like behaviorshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-fa4b1bc81596fdea7dbbcff6/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-fa4b1bc81596fdea7dbbcff6/研究揭示MFN2相关星形胶质细胞功能障碍可导致神经元过度兴奋并促发抑郁样行为，为抑郁症的胶质-神经元机制提供新证据。Sat, 17 Oct 2026 20:01:34 GMTPapersRealignment of ferroelectric nematic by photoinduced electric fieldhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-fe184d93d59c89ff13da8e38/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-fe184d93d59c89ff13da8e38/利用光诱导电场实现铁电向列相的重取向排列。Sat, 17 Oct 2026 20:01:34 GMTPapersUSDA scientists get reprieve from lab closures, but for how long?https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-e2c9fca2646495f738ed62c1/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-e2c9fca2646495f738ed62c1/美国农业部科学家暂时免于实验室关闭，但其科研设施与岗位能否长期存续仍存在不确定性。Sat, 17 Oct 2026 20:01:34 GMTPapersHow scientists domesticated a killer bacteriumhttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-e66b7ba955f97e655c987983/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-e66b7ba955f97e655c987983/科学家通过驯化致命细菌，揭示其致病机制并展示将其改造为安全研究或治疗工具的潜力。Sat, 17 Oct 2026 20:01:34 GMTPapersPaired Fundus and Optical Coherence Tomography Dataset for Neovascular Age-related Macular Degenerationhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-004eb2770f6e8bac5d57bc90/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-004eb2770f6e8bac5d57bc90/该数据集提供新生血管性年龄相关性黄斑变性患者的配对眼底与OCT图像，支持诊断和算法开发。Sat, 17 Oct 2026 20:01:34 GMTPapersA dataset on radical and extremist attitudes in Europehttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-0310637ac0fa2d28a3cb8267/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-0310637ac0fa2d28a3cb8267/该数据集系统测量欧洲范围内的激进与极端主义态度，为跨国比较研究提供数据基础。Sat, 17 Oct 2026 20:01:34 GMTPapersA dataset of inter-county distances along the real-world highway and railway networks in the contiguous United Stateshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-0efbe316c9a8234ed271e87f/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-0efbe316c9a8234ed271e87f/该数据集给出美国本土县际沿真实公路和铁路网络的距离，可改进交通可达性与区域分析。Sat, 17 Oct 2026 20:01:34 GMTPapersA decade of disease survey data in a progeny-provenance trial: Dothistroma needle blight in Scots pinehttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-235a0aa7246786199a06babe/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-235a0aa7246786199a06babe/该数据集汇总欧洲赤松子代—种源试验中长达十年的Dothistroma针叶枯病调查数据，有助于解析病害发生规律。Sat, 17 Oct 2026 20:01:34 GMTPapersFrench urban tree dataset with age, dimensions and specieshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-5b4e73707d9fc32a3c61c77c/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-5b4e73707d9fc32a3c61c77c/该数据集提供法国城市树木的年龄、尺寸和物种信息，可支持城市森林生态与管理研究。Sat, 17 Oct 2026 20:01:34 GMTPapersA pan-transcriptome of cultivated peach (<i>Prunus persica</i>) and its wild relativeshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-6d49928df08e56371d82ea4c/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-6d49928df08e56371d82ea4c/该研究构建栽培桃及其野生近缘种的泛转录组，为桃遗传多样性、进化和育种研究提供资源。Sat, 17 Oct 2026 20:01:34 GMTPapersBiogeochemical time-series and surveys in the North Sea, Skagerrak and Kattegat, 1990 – 2024https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-6e447f0e338ca18ef09db57a/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-6e447f0e338ca18ef09db57a/该数据集汇集1990—2024年北海、斯卡格拉克海峡和卡特加特海峡的生物地球化学时间序列与调查数据，为分析长期海洋环境变化提供基础。Sat, 17 Oct 2026 20:01:34 GMTPapersA Multi Utility Dataset of Water and Energy Consumption from Spanish Residential Householdshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-77360fcd32f610d1d0216305/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-77360fcd32f610d1d0216305/该多效用数据集整合西班牙住宅家庭的水与能源消费数据，为居民资源需求分析提供支持。Sat, 17 Oct 2026 20:01:34 GMTPapersTyphoonSat: A high-resolution satellite imagery dataset for tropical cyclone detection in the Northwest Pacific (2015–2024)https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-b0d6ae81b03ee0177704661c/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-b0d6ae81b03ee0177704661c/TyphoonSat提供2015—2024年西北太平洋高分辨率卫星影像，用于热带气旋检测与相关算法开发。Sat, 17 Oct 2026 20:01:34 GMTPapersA Synthetic Multi-modal Dataset for Type 2 Diabeteshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-cb3e711f5bb83eea2e5adfd1/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-cb3e711f5bb83eea2e5adfd1/该合成多模态数据集面向2型糖尿病，为隐私保护下的疾病建模与多模态研究提供数据支持。Sat, 17 Oct 2026 20:01:34 GMTPapersControlling 1,4-dioxane and disinfection byproducts during ozone/hydrogen peroxide–granular activated carbon drinking water treatment while maintaining ozone residuals for pathogen inactivation credithttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-1babb77827fedabf0621ebd0/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-1babb77827fedabf0621ebd0/研究表明臭氧/过氧化氢-颗粒活性炭工艺可在保留病原灭活所需臭氧余量的同时有效控制1,4-二氧六环和消毒副产物。Sat, 17 Oct 2026 20:01:34 GMTPapersOccurrence, fate, and toxicity of benzotriazole ultraviolet stabilizers in fishhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-36a84a7194e79a25e9f66134/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-36a84a7194e79a25e9f66134/系统总结了苯并三唑类紫外线稳定剂在鱼类中的赋存、归趋与毒性，揭示其水生生物风险及关键知识缺口。Sat, 17 Oct 2026 20:01:34 GMTPapersChemically recalcitrant DOM accumulation and distinct microbial assembly under hydrological regulation in a managed coastal wetlandhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-413a65248ddb5ee15df6824f/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-413a65248ddb5ee15df6824f/发现水文调控促进化学惰性溶解有机物积累并塑造独特微生物群落组装，揭示管理型滨海湿地碳循环响应。Sat, 17 Oct 2026 20:01:34 GMTPapersDecoding riverine control of air-sea CO<sub>2</sub> flux in the Pearl River Estuary: the dominant role of terrestrial organic matter quantity and stoichiometryhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-44ac883ed2cca5fb2cea6b4b/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-44ac883ed2cca5fb2cea6b4b/揭示珠江口河流输入对海气CO2通量的控制主要取决于陆源有机物的数量与化学计量比。Sat, 17 Oct 2026 20:01:34 GMTPapersLeaching, photodegradation, and field occurrence of tire-derived chemicals and their transformation products: LC-HRMS-based target and suspect screening from laboratory to urban road runoffhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-5f1dfeb9f9151155491da882/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-5f1dfeb9f9151155491da882/结合LC-HRMS靶向与疑似筛查揭示了轮胎源化学品及其转化产物从浸出、光降解到城市道路径流现场赋存的全过程。Sat, 17 Oct 2026 20:01:34 GMTPapersWater diversion reshapes the multimedia fate of fungicides and intensifies fungicide risks in impounded lakeshttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-6c7f440b5d72c512c39ebced/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-6c7f440b5d72c512c39ebced/引水调水重塑了蓄水湖泊中杀菌剂的多介质归趋，并加剧了其生态风险。Sat, 17 Oct 2026 20:01:34 GMTPapersPhoto-Fenton treatment of tire wear particles: structural evolution, mineralization, and the kinetic bottleneck of silica fillershttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-a23857eefa1c0cefcff1d51b/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-a23857eefa1c0cefcff1d51b/揭示Photo-Fenton处理轮胎磨损颗粒的结构演化与矿化行为，并识别二氧化硅填料造成的动力学瓶颈。Sat, 17 Oct 2026 20:01:34 GMTPapersBacterial degradation of microcystins beyond parent-toxin loss: An evidence map of mechanisms, ecological constraints, and treatment validationhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-c4f2fc79f73bb64af9123c78/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-c4f2fc79f73bb64af9123c78/该证据图谱系统梳理了微囊藻毒素细菌降解超越母体毒素消失的机制、生态限制与处理验证，为评估真实解毒效果提供框架。Sat, 17 Oct 2026 20:01:34 GMTPapersIncreasing contribution of labile terrestrial organic carbon exacerbates coastal hypoxiahttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-cc8df274119cf39254fd00af/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-cc8df274119cf39254fd00af/表明陆源活性有机碳贡献增加会加剧沿岸缺氧，凸显有机碳活性在近海脱氧中的关键作用。Sat, 17 Oct 2026 20:01:34 GMTPapersCarbon sphere-anchored Co-Ce bimetallic oxides with engineered oxygen vacancies enable efficient catalytic ozonation for water purificationhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-de2a33f1c6e7b5f9e6cf67a8/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-de2a33f1c6e7b5f9e6cf67a8/构建碳球锚定且富含氧空位的Co-Ce双金属氧化物催化剂，实现高效催化臭氧化水净化。Sat, 17 Oct 2026 20:01:34 GMTPapersObservation-aware reconstruction of total phosphorus release from sewer sediments: scale laws and finite-source inferencehttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-ecb1172bc7aa06e91110dec5/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-ecb1172bc7aa06e91110dec5/提出观测感知的重建方法揭示下水道沉积物总磷释放的尺度规律，并实现有限源条件下的释放推断。Sat, 17 Oct 2026 20:01:34 GMTPapersTemporal and Spatial Dynamics of Critical Shear Stress of Bedload Transport in Gravel‐Bed Rivers Under Variable Sediment Supply Conditionshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-7422db9fd73a2759707fb0bd/https://iheadwater.github.io/dailyinfo-web/papers/wrr-7422db9fd73a2759707fb0bd/该研究揭示了砾石河床河流在泥沙供给变化条件下推移质输移临界剪应力的时空动态变化特征。Sat, 17 Oct 2026 20:01:34 GMTPapersBridging Event‐Based and StorAge Selection Approaches to Backward Travel Time Distributionshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-de247b17a4ffb44635940b26/https://iheadwater.github.io/dailyinfo-web/papers/wrr-de247b17a4ffb44635940b26/该研究构建了连接事件基方法与储龄选择（StorAge Selection）方法的框架，用于统一刻画回溯旅行时间分布。Sat, 17 Oct 2026 20:01:34 GMTPapersanomalyco/opencodehttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-856460bc68e530e2a552685c/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-856460bc68e530e2a552685c/开源编码智能体，提供可自主运行的代码生成与开发任务代理能力。Sat, 17 Oct 2026 19:45:42 GMTCodestablyai/orcahttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-a30c0acb2bbe9d1898339792/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-a30c0acb2bbe9d1898339792/统一管理并运行多编码智能体舰队的工作台，支持自带订阅以及桌面、移动和远程运行时。Sat, 17 Oct 2026 19:45:42 GMTCodenvidia/Nemotron-Personas-Vietnamhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-608ae19aa1078dc57331df92/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-608ae19aa1078dc57331df92/NVIDIA发布的越南语人物角色数据集，支持本地化LLM角色扮演、人格建模与多语言评测。Sat, 17 Oct 2026 19:45:42 GMTCodeOpenMOSS-Team/MOSS-Image-SFThttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-767c3cd4c5d9742878e83c3b/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-767c3cd4c5d9742878e83c3b/MOSS-Image-SFT 是监督微调版文生图模型，针对指令遵循与图像质量进行优化。Sat, 17 Oct 2026 19:45:42 GMTCodedeepseek-ai/DeepSeek-V4.1-Flash-1017https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-a35c2650caa152f4e498f8d6/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-a35c2650caa152f4e498f8d6/DeepSeek-V4.1-Flash 轻量高速多模态模型，面向图文理解与文本生成并兼顾快速推理。Sat, 17 Oct 2026 19:45:42 GMTCodefishaudio/Drama-3https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-86f3b55c6cff83dcf8f4eb2c/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-86f3b55c6cff83dcf8f4eb2c/基于 FishAudio Drama-3 的语音生成 Gradio 演示，面向情感化音频剧与多角色语音创作。Sat, 17 Oct 2026 19:45:42 GMTCode[AINews] Agents disprove Polysemanticity; greatly improve Interpretability & Alignmenthttps://iheadwater.github.io/dailyinfo-web/ai-news/latentspace-cc5dec44076298d35b0577f8/https://iheadwater.github.io/dailyinfo-web/ai-news/latentspace-cc5dec44076298d35b0577f8/🧠 模型进展 Meta 发布 Muse Spark Open，816B 总参数/42B 激活的 MoE 模型，支持 100 万 token 上下文和多模态输入，是美国最强开源权重模型但仍落后 GLM-5.3 与 Kimi K3。 NVIDIA 发布 Nemotron 3.5 Super VL，120B/12B 激活的混合 Mamba-Transformer MoE 视觉语言模型，支持 100 万 token 上下文并在 SWE-bench Pro 上报告 51.78%。 Microsoft 发布 MAI-Base-2，约 3T 参数、约 80B 激活的预训练基础模型，声称在 held-out…Fri, 16 Oct 2026 20:30:22 GMTAI NewsA double power-law convolution model for anomalous transport driven by diffusion-immobile domainshttps://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-f013505ab0d6b987038e40b5/https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-f013505ab0d6b987038e40b5/该研究提出了一种由扩散进入不动域驱动反常输运的双幂律卷积模型，通过双幂律记忆核统一刻画多尺度非菲克扩散与长尾突破曲线，为预测复杂介质中的异常运移提供了新的解析工具。Fri, 16 Oct 2026 20:03:34 GMTPapersApplication of an Unsupervised Clustering Method for Classification of Wind Sea and Swellhttps://iheadwater.github.io/dailyinfo-web/papers/aies-51cbb723adfb750af000d4ff/https://iheadwater.github.io/dailyinfo-web/papers/aies-51cbb723adfb750af000d4ff/该研究将无监督聚类方法应用于风浪与涌浪分类，表明无需人工标注即可有效区分两类海况，为海浪成分识别提供了新途径。Fri, 16 Oct 2026 20:03:34 GMTPapersMeso-NH-ISO v1.0: a water stable isotopologue scheme in the non-hydrostatic mesoscale atmospheric model Meso-NH – application to a 2D West African squall linehttps://iheadwater.github.io/dailyinfo-web/papers/gmd-cf255838ebf3b510e64f3471/https://iheadwater.github.io/dailyinfo-web/papers/gmd-cf255838ebf3b510e64f3471/该研究在非静力中尺度大气模式Meso-NH中实现了水稳定同位素体方案Meso-NH-ISO v1.0，并将其应用于西非二维飑线模拟，展示了该方案刻画中尺度对流降水过程中水稳定同位素分馏的潜力。Fri, 16 Oct 2026 20:03:34 GMTPapersInvestigating Postseismic Creep in the Laboratory: Testing Dislocation‐Based Models for Transient Creep in the Upper Mantlehttps://iheadwater.github.io/dailyinfo-web/papers/grl-24ad8ea8c8ae7614f2ab5fa0/https://iheadwater.github.io/dailyinfo-web/papers/grl-24ad8ea8c8ae7614f2ab5fa0/该研究通过实验室实验模拟震后蠕变，检验了基于位错的上地幔瞬态蠕变模型，为约束震后变形机制提供了实验依据。Fri, 16 Oct 2026 20:03:34 GMTPapersChanges in Flood Frequency and Seasonality Across Midwestern U.S. Watersheds Under a Warming Climate: Insights From Convection‐Permitting Climate Simulations and Physics‐Based Hydrologic Modelshttps://iheadwater.github.io/dailyinfo-web/papers/grl-2524fce5a42d6233ba3943cc/https://iheadwater.github.io/dailyinfo-web/papers/grl-2524fce5a42d6233ba3943cc/结合对流可分辨气候模拟与物理水文模型，研究预估美国中西部流域在增暖气候下洪水频率与季节性将发生显著变化。Fri, 16 Oct 2026 20:03:34 GMTPapersQuasi‐Homologous Solar Flares and Impacts on Thermospheric Density and Satellite Orbital Draghttps://iheadwater.github.io/dailyinfo-web/papers/grl-377422f81ba30bb1a19fa0ee/https://iheadwater.github.io/dailyinfo-web/papers/grl-377422f81ba30bb1a19fa0ee/研究揭示准同源太阳耀斑会显著扰动热层密度并改变卫星轨道阻力，为评估空间天气对低轨卫星的影响提供了新认识。Fri, 16 Oct 2026 20:03:34 GMTPapersPosition of the Lhasa Terrane and Two‐Stage Crustal Shortening During the India–Asia Collisionhttps://iheadwater.github.io/dailyinfo-web/papers/grl-6d9b2ba21173ce8af3b630cb/https://iheadwater.github.io/dailyinfo-web/papers/grl-6d9b2ba21173ce8af3b630cb/该研究重建了拉萨地体在印度-亚洲碰撞中的位置，并提出该碰撞过程中的地壳缩短具有两阶段特征。Fri, 16 Oct 2026 20:03:34 GMTPapersAssimilation of 5G Base Station Networks as Ultra‐Dense Atmospheric Sensors for Advancing Heavy Rainfall Predictionhttps://iheadwater.github.io/dailyinfo-web/papers/grl-6efcb6642dc702e35d7f53e5/https://iheadwater.github.io/dailyinfo-web/papers/grl-6efcb6642dc702e35d7f53e5/该研究将5G基站网络同化为超密集大气传感器，结果表明其能有效提升强降雨预报能力。Fri, 16 Oct 2026 20:03:34 GMTPapersSuperpiles: The Impact of Mantle Temperature on Large Low Velocity Provinceshttps://iheadwater.github.io/dailyinfo-web/papers/grl-d3990f4ede6cca0259f8b24f/https://iheadwater.github.io/dailyinfo-web/papers/grl-d3990f4ede6cca0259f8b24f/研究揭示地幔温度对大型低速省中“超级堆”结构的控制作用，并阐明其形态与演化的热力学机制。Fri, 16 Oct 2026 20:03:34 GMTPapersConvective Amplification of Ionospheric Feedback by a Finite‐Duration Inertial Alfvén‐Wave Sourcehttps://iheadwater.github.io/dailyinfo-web/papers/grl-d6eac3a2b5d7ae4535ce28d6/https://iheadwater.github.io/dailyinfo-web/papers/grl-d6eac3a2b5d7ae4535ce28d6/研究发现有限持续时间的惯性阿尔芬波源会通过对流放大电离层反馈，揭示了极区电离层-磁层耦合中的增强机制。Fri, 16 Oct 2026 20:03:34 GMTPapersThe need for uncertainty: why probabilistic LSTMs are key to improving flood predictions and enabling learned warning ruleshttps://iheadwater.github.io/dailyinfo-web/papers/hess-8cd9063efdf582f1f437ba86/https://iheadwater.github.io/dailyinfo-web/papers/hess-8cd9063efdf582f1f437ba86/该研究主张，采用能够刻画不确定性的概率化LSTM替代确定性LSTM，不仅能显著提升洪水预测精度，还能支撑数据驱动的学习型预警规则，因而概率建模是改进洪水预报与预警的关键。Fri, 16 Oct 2026 20:03:34 GMTPapersGroundwater Contributions to Baseflow in a Mountain Stream of the Central Andes: Insights From Hydrochemistry, Stable Isotopes and Radonhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-427c1f0695369dc3b72adbe9/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-427c1f0695369dc3b72adbe9/结合水化学、稳定同位素和氡示踪，量化了中安第斯山溪基流中地下水的贡献，揭示地下水对维持基流的关键作用。Fri, 16 Oct 2026 20:03:34 GMTPapersThe Decline of Seasonal Snowpack by Mid‐Century in Mountainous National Parks of the Iberian Peninsulahttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-8d0f70c20b317bcff9464b37/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-8d0f70c20b317bcff9464b37/预测到本世纪中叶伊比利亚半岛山区国家公园的季节性积雪将显著减少，凸显气候变化对山区水资源和生态系统的威胁。Fri, 16 Oct 2026 20:03:34 GMTPapersClimate Warming Regulates Soil Organic Carbon Loss From Water Erosion in China's Songnen Plainhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-c1deb72490d9db7f22122d57/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-c1deb72490d9db7f22122d57/研究表明气候变暖显著调控中国松嫩平原水蚀驱动的土壤有机碳流失，揭示温度变化对侵蚀碳通量的关键影响。Fri, 16 Oct 2026 20:03:34 GMTPapersRelative roles of spatial resolution and temporal coverage in basin-average SMAP soil moisture assimilation over the Mekong River basinhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-417df7b6713f12b9149f9962/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-417df7b6713f12b9149f9962/在湄公河流域的比较研究表明，时间覆盖对SMAP土壤水分同化的改善作用强于空间分辨率，为流域尺度同化策略提供了依据。Fri, 16 Oct 2026 20:03:34 GMTPapersSeasonal reorganization of vertical partitioning in microbial carbon fixation in a high-altitude saline lakehttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-4f5ae94a4d376cd70c22a1a8/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-4f5ae94a4d376cd70c22a1a8/发现高海拔咸水湖微生物固碳的垂直分配随季节发生重组，揭示了水层理化条件变化对碳固定路径的调控。Fri, 16 Oct 2026 20:03:34 GMTPapersA knowledge-guided machine learning framework for reconstructing climate-driven subsurface water dynamics from time-lapse electrical resistivity tomographyhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-4ff55b4f7f1b93763fbef949/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-4ff55b4f7f1b93763fbef949/构建知识引导的机器学习框架，融合时移电阻率层析成像数据，实现了气候驱动的地下水动态高精度重建。Fri, 16 Oct 2026 20:03:34 GMTPapersComplex behavior of an urban green infrastructure imaged using time-lapse electrical resistivity tomography and time-series clusteringhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-841ac248b4f475ed80b4f0c8/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-841ac248b4f475ed80b4f0c8/结合时移电阻率层析成像与时间序列聚类，揭示了城市绿色基础设施内部水分运动的复杂非线性行为。Fri, 16 Oct 2026 20:03:34 GMTPapersSensitivity of mountain riverine air–water CO<sub>2</sub> exchange estimates to elevation decompression and localized atmospheric CO<sub>2</sub> variabilityhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-b8ae4ff75ac5c96ec49f5c37/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-b8ae4ff75ac5c96ec49f5c37/量化了高程减压与局地大气CO2变异对山地河流水—气CO2交换估算的影响，指出忽略二者会导致碳通量估算显著偏差。Fri, 16 Oct 2026 20:03:34 GMTPapersPhD students who write dissertation with AI less likely to stay in academiahttps://iheadwater.github.io/dailyinfo-web/papers/nature-1ed349ae700d299000c9be03/https://iheadwater.github.io/dailyinfo-web/papers/nature-1ed349ae700d299000c9be03/研究发现，使用人工智能撰写学位论文的博士生更可能离开学术界。Fri, 16 Oct 2026 20:03:34 GMTPapersHistory’s long-secret codes are being cracked by amateurs using AIhttps://iheadwater.github.io/dailyinfo-web/papers/nature-3c33ae7b54e0d72cb07a9759/https://iheadwater.github.io/dailyinfo-web/papers/nature-3c33ae7b54e0d72cb07a9759/业余爱好者正借助人工智能破解历史上长期未解的秘密密码与加密信息。Fri, 16 Oct 2026 20:03:34 GMTPapersMemory stays strong in old age when this brain enzyme is activehttps://iheadwater.github.io/dailyinfo-web/papers/nature-445c7c7c7d95285864329898/https://iheadwater.github.io/dailyinfo-web/papers/nature-445c7c7c7d95285864329898/发现一种脑酶活跃时老年记忆仍能保持强健，为延缓认知衰退提供了潜在靶点。Fri, 16 Oct 2026 20:03:34 GMTPapersThe pianist who never playedhttps://iheadwater.github.io/dailyinfo-web/papers/nature-6d9f18d03f3791cd901f7233/https://iheadwater.github.io/dailyinfo-web/papers/nature-6d9f18d03f3791cd901f7233/通过一位从未真正演奏过的钢琴家的故事，探讨音乐、身份与人生际遇之间的复杂关系。Fri, 16 Oct 2026 20:03:34 GMTPapersDaily briefing: Bleached corals revived by healthy neighbour’s touchhttps://iheadwater.github.io/dailyinfo-web/papers/nature-7c626514147675463604b6c1/https://iheadwater.github.io/dailyinfo-web/papers/nature-7c626514147675463604b6c1/健康珊瑚的接触可帮助白化珊瑚恢复，揭示了珊瑚修复的新机制。Fri, 16 Oct 2026 20:03:34 GMTPapersUnprecedented atlas explores mitochondria across the tree of lifehttps://iheadwater.github.io/dailyinfo-web/papers/nature-9cada9a4b828cdf7f4186a0c/https://iheadwater.github.io/dailyinfo-web/papers/nature-9cada9a4b828cdf7f4186a0c/构建了跨越生命之树的空前线粒体图谱，揭示线粒体的多样性与演化共性。Fri, 16 Oct 2026 20:03:34 GMTPapersIceCube just won a Nobel prize. Protect astroparticle physics projects with the same potentialhttps://iheadwater.github.io/dailyinfo-web/papers/nature-bd7adc729e008c40fbd5f050/https://iheadwater.github.io/dailyinfo-web/papers/nature-bd7adc729e008c40fbd5f050/IceCube获得诺贝尔奖凸显天体粒子物理的潜力，文章呼吁保护具有同等前景的相关项目。Fri, 16 Oct 2026 20:03:34 GMTPapersBriefing Chat: An invisible tattoo that appears under UV light – and then disappearshttps://iheadwater.github.io/dailyinfo-web/papers/nature-ca6335a493ab157e7393874e/https://iheadwater.github.io/dailyinfo-web/papers/nature-ca6335a493ab157e7393874e/一种在紫外光下显现、随后又会消失的隐形纹身，为临时信息展示或生物监测提供新思路。Fri, 16 Oct 2026 20:03:34 GMTPapersAstrid Schomaker on biodiversity in a triple COP yearhttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-30617a0ff59d485a6f4cdc9b/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-30617a0ff59d485a6f4cdc9b/Astrid Schomaker 在“三重COP年”背景下阐释生物多样性议题如何与气候、荒漠化等公约进程协同推进。Fri, 16 Oct 2026 20:03:34 GMTPapersClimate choices and attention are shaped more by politics than weatherhttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-67134a5c65db2a6f7b0328cf/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-67134a5c65db2a6f7b0328cf/研究表明，相较于天气或极端天气经历，政治立场对人们的气候选择与注意力具有更强塑造作用。Fri, 16 Oct 2026 20:03:34 GMTPapersBiodiversity and the Conferences of the Partieshttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-7fd3031791b5a4c1cdf04db7/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-7fd3031791b5a4c1cdf04db7/文章审视生物多样性相关缔约方大会（COP）进程及其对全球生物多样性治理与保护行动的影响。Fri, 16 Oct 2026 20:03:34 GMTPapersPolitical affiliation impacts climate attention and choice beyond extreme weather exposurehttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-b5378abc7b63915b94325223/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-b5378abc7b63915b94325223/研究揭示，政治党派归属对气候关注与选择的影响超越极端天气暴露本身。Fri, 16 Oct 2026 20:03:34 GMTPapersCoordinated inhibition of SOX9 and cell-cycle progression by microRNA-200 restricts sebaceous gland fate specificationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-0fdec175a681a8332a3b3dba/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-0fdec175a681a8332a3b3dba/microRNA-200通过协同抑制SOX9和细胞周期进程限制皮脂腺命运决定。Fri, 16 Oct 2026 20:03:34 GMTPapersMultifunctional submicron-scale porous water-foamed cementitious materialshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-15c44624f5fd78e16666c61a/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-15c44624f5fd78e16666c61a/开发了水发泡亚微米多孔水泥基材料，实现轻质、隔热/吸声与力学性能等多功能协同，为高性能低碳建材提供了新思路。Fri, 16 Oct 2026 20:03:34 GMTPapersEarly warnings of earthquakeshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-2f2684ceb5f41f26a5115392/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-2f2684ceb5f41f26a5115392/该研究系统阐释了地震早期预警的科学基础、技术路径与局限，为构建更可靠的地震预警系统提供了参考。Fri, 16 Oct 2026 20:03:34 GMTPapersHydroxy artificial water channels enable ultraselective reverse osmosis membranes for <i>N</i>-nitrosamine removal in water reusehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-36e2c14ded608dfbbeae66f4/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-36e2c14ded608dfbbeae66f4/羟基人工水通道构建的超选择性反渗透膜可高效去除水回用中的N-亚硝胺。Fri, 16 Oct 2026 20:03:34 GMTPapersPrecision RNAi for fibrodysplasia ossificans progressiva in mice using a combinatorial unimolecular allele selective approachhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-59a0efc3b96a77b406a0d979/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-59a0efc3b96a77b406a0d979/利用组合式单分子等位基因选择性RNAi方法在小鼠中精准沉默突变等位基因，为进行性骨化性纤维发育不良提供治疗策略。Fri, 16 Oct 2026 20:03:34 GMTPapersRegenerable, closed-loop, nonenzymatic continuous glucose monitoring enabled by in situ electrochemical interfacial alkalinizationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-67e6a732b9c3715fb55cd3a2/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-67e6a732b9c3715fb55cd3a2/提出一种利用原位电化学界面碱化实现可再生、闭环、非酶连续葡萄糖监测的新策略，提升了持续血糖监测的稳定性和可重复使用性。Fri, 16 Oct 2026 20:03:34 GMTPapersIntravenous [Pyr¹]apelin-13 in Healthy Volunteers with Artificially-Induced Syndrome of Inappropriate Antidiuresis - a double-blind, randomised, placebo-controlled crossover studyhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-744acbfc5826a765ac779721/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-744acbfc5826a765ac779721/这项双盲随机安慰剂对照交叉试验显示，静脉给予[Pyr¹]apelin-13可在人工诱导SIAD的健康志愿者中促进自由水排泄、改善水潴留，具有治疗SIAD相关低钠血症的潜力。Fri, 16 Oct 2026 20:03:34 GMTPapersTemporary carbon storage can mitigate slow-responding climate changeshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9901d0295cd1b28f579f9d45/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9901d0295cd1b28f579f9d45/临时碳储存可缓解响应缓慢的气候变化，表明短期封存对长期气候目标具有潜在价值。Fri, 16 Oct 2026 20:03:34 GMTPapersOrbital-driven Fulde–Ferrell–Larkin–Ovchinnikov state in a layer-locked 3D Ising superconductorhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9de5dafac3c70c68fa886e46/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9de5dafac3c70c68fa886e46/在层锁三维伊辛超导体中观察到轨道驱动的Fulde–Ferrell–Larkin–Ovchinnikov态。Fri, 16 Oct 2026 20:03:34 GMTPapersFrom fragmentation to fault zone architecture as a structural framework for fault weakeninghttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-a37769969013853a5424b166/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-a37769969013853a5424b166/研究从碎片化到断层带结构框架揭示断层弱化的构造机制。Fri, 16 Oct 2026 20:03:34 GMTPapersMarket Integration Pathways for Enhanced Geothermal Systems in Europehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-cae072164e9749ecb83a2805/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-cae072164e9749ecb83a2805/研究提出增强型地热系统在欧洲的市场整合路径，评估其并网与政策障碍及推广机会。Fri, 16 Oct 2026 20:03:34 GMTPapersStructural basis for loop-dependent inhibition by AcrIIC1 anti-CRISPR proteinshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-db8bac3ccf0059aefb097531/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-db8bac3ccf0059aefb097531/解析AcrIIC1抗CRISPR蛋白依赖环区抑制CRISPR-Cas的机制结构基础。Fri, 16 Oct 2026 20:03:34 GMTPapersA smart photothermal microneedle system for dual-targeted therapy of osteoarthritis via MMPs inhibitionhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e1e588d7d9180f467de4d64d/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e1e588d7d9180f467de4d64d/智能光热微针系统通过抑制MMPs实现骨关节炎的双靶向治疗。Fri, 16 Oct 2026 20:03:34 GMTPapersCobalt-catalyzed alkyne migratory hydroboration to access β-alkenylboronates via catalytic zipper-like alkyne translocationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-f4fa0cb5a9080a1bd0312cd6/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-f4fa0cb5a9080a1bd0312cd6/钴催化炔烃迁移硼氢化通过类拉链式炔烃迁移合成β-烯基硼酸酯。Fri, 16 Oct 2026 20:03:34 GMTPapersCirculating chromatin reveals effects of disease-associated variants on gene regulationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-fce126fea4e7da2287a1a9b5/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-fce126fea4e7da2287a1a9b5/研究表明循环染色质可反映疾病相关变异对基因调控的影响，为无创评估非编码变异的功能后果提供了新方法。Fri, 16 Oct 2026 20:03:34 GMTPapersPalaeoclimate constraints narrow uncertainty in future Arctic winter sea ice projectionshttps://iheadwater.github.io/dailyinfo-web/papers/naturegeoscience-ce8e9959c0dd951eaf4cbb69/https://iheadwater.github.io/dailyinfo-web/papers/naturegeoscience-ce8e9959c0dd951eaf4cbb69/该研究将古气候代用资料作为约束条件纳入气候模式评估，显著收窄了未来北极冬季海冰范围预估的不确定性，表明古气候记录能有效提升长期海冰预测的可靠性。Fri, 16 Oct 2026 20:03:34 GMTPapersLarge-scale iontronic skins with neural-hierarchical processing architecturehttps://iheadwater.github.io/dailyinfo-web/papers/naturemachineintelligence-0ee100fcc8fa6ae53f326821/https://iheadwater.github.io/dailyinfo-web/papers/naturemachineintelligence-0ee100fcc8fa6ae53f326821/该研究提出了一种具有神经层级处理架构的大规模离子电子皮肤，实现了可扩展的触觉感知与类神经分层信息处理。Fri, 16 Oct 2026 20:03:34 GMTPapersLevitodynamics beyond the ground state of motionhttps://iheadwater.github.io/dailyinfo-web/papers/naturereviewsphysics-939b3498fbb8d069ac3fa507/https://iheadwater.github.io/dailyinfo-web/papers/naturereviewsphysics-939b3498fbb8d069ac3fa507/该综述系统梳理了悬浮光力学（levitodynamics）在突破运动基态之后的研究前沿，重点阐述了压缩态与非经典量子态的制备、强耦合与量子操控等新机制，并展望了其在超灵敏传感、量子信息与基础物理检验等方面的应用前景。Fri, 16 Oct 2026 20:03:34 GMTPapersBinding dissimilar biomaterialshttps://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-07fe75180c21e0980b5e2c47/https://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-07fe75180c21e0980b5e2c47/该研究报道了结合性质迥异生物材料的方法，解决了异质界面粘附难题，为多功能生物复合材料和可持续材料设计提供新途径。Fri, 16 Oct 2026 20:03:34 GMTPapersMaterial circularity implications of battery degradation in shared electric mobilityhttps://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-8a99e41596eda823a0b33d7f/https://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-8a99e41596eda823a0b33d7f/该研究揭示共享电动出行中电池退化对材料循环路径与回收/梯次利用价值的影响，为提升电池材料循环性提供依据。Fri, 16 Oct 2026 20:03:34 GMTPapersSmall-molecule-bound biopolymer networks for sustainable multifunctional compositeshttps://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-8e74c8c539c7576dca7d9927/https://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-8e74c8c539c7576dca7d9927/该研究构建了小分子结合的生物聚合物网络，为可回收、可降解且兼具力学与功能可调性的可持续复合材料提供了新设计策略。Fri, 16 Oct 2026 20:03:34 GMTPapersArtificial intelligence for life-cycle-aware sustainable materials discoveryhttps://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-ddbb6b123163f781be2165a6/https://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-ddbb6b123163f781be2165a6/该研究提出面向全生命周期的AI材料发现框架，将可持续性评估嵌入材料筛选与设计流程，以加速低环境负担新材料研发。Fri, 16 Oct 2026 20:03:34 GMTPapersWater treatment research opportunities at synchrotron and neutron user facilitieshttps://iheadwater.github.io/dailyinfo-web/papers/naturewater-6c532448d1c16ecfa7254fa0/https://iheadwater.github.io/dailyinfo-web/papers/naturewater-6c532448d1c16ecfa7254fa0/该文系统梳理了同步辐射与中子用户设施在水处理研究中的独特能力，强调其可在原位/工况条件下揭示膜、吸附剂、催化剂等材料的原子/分子尺度结构与界面过程，从而加速高性能、可持续水处理技术的理性设计。Fri, 16 Oct 2026 20:03:34 GMTPapersRisk-financing systems must adapt to a changing hydrological realityhttps://iheadwater.github.io/dailyinfo-web/papers/naturewater-7040e996ce38a596c60aac29/https://iheadwater.github.io/dailyinfo-web/papers/naturewater-7040e996ce38a596c60aac29/文章指出，传统风险融资体系依赖历史水文平稳性假设已不再适用，面对气候变化下洪水、干旱等极端事件频率与强度的变化，保险、再保险和灾后融资机制必须重构，以更准确评估、转移和分担日益加剧的水文风险。Fri, 16 Oct 2026 20:03:34 GMTPapersReview article: Mountain flash floods: from hazard formation to disaster risk reduction pathwayshttps://iheadwater.github.io/dailyinfo-web/papers/nhess-f5649faf67f4fc65eea9ac41/https://iheadwater.github.io/dailyinfo-web/papers/nhess-f5649faf67f4fc65eea9ac41/这篇综述系统整合了山区山洪从孕灾环境、致灾过程到灾害风险降低路径的研究，指出未来需通过跨尺度监测预警、韧性基础设施与社区适应等综合措施提升山区山洪风险管理。Fri, 16 Oct 2026 20:03:34 GMTPapersCorrection for Rørstadbotnen and Landrø, Detecting silent whales using seabed fiber-optic cableshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-02957d8f320b18c084781400/https://iheadwater.github.io/dailyinfo-web/papers/pnas-02957d8f320b18c084781400/该更正声明针对 Rørstadbotnen 与 Landrø 利用海底光纤电缆探测静默鲸类的研究进行勘误，以修正原文中的错误。Fri, 16 Oct 2026 20:03:34 GMTPapersLatent causal diffusions for single-cell perturbation modelinghttps://iheadwater.github.io/dailyinfo-web/papers/pnas-033440dcd21323ac1d3165f6/https://iheadwater.github.io/dailyinfo-web/papers/pnas-033440dcd21323ac1d3165f6/提出潜在因果扩散模型，用于从单细胞扰动数据中学习因果效应并预测未知扰动下的细胞状态响应。Fri, 16 Oct 2026 20:03:34 GMTPapersLate-onset preeclampsia is characterized by accelerated placental aginghttps://iheadwater.github.io/dailyinfo-web/papers/pnas-08d6d47427e2d22925d077d0/https://iheadwater.github.io/dailyinfo-web/papers/pnas-08d6d47427e2d22925d077d0/晚发型子痫前期以胎盘加速衰老为核心特征，为理解其发病机制提供了新视角。Fri, 16 Oct 2026 20:03:34 GMTPapersLarge language models unlock the ecology of species interactionshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-093b825aa96477c03b65c74c/https://iheadwater.github.io/dailyinfo-web/papers/pnas-093b825aa96477c03b65c74c/表明大语言模型能够从文本中提取物种互作信息，从而为生态相互作用研究提供新工具。Fri, 16 Oct 2026 20:03:34 GMTPapersHyperfunction of PSD-95 leads to hyperexcitability and cognitive abnormalities in MEF2C haploinsufficiencyhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-0baaaf20ffaa4a5ab6b7e5b9/https://iheadwater.github.io/dailyinfo-web/papers/pnas-0baaaf20ffaa4a5ab6b7e5b9/在 MEF2C 单倍不足中，PSD-95 功能亢进导致过度兴奋和认知异常。Fri, 16 Oct 2026 20:03:34 GMTPapersExtended fractional Hofstadter states at high field in twisted bilayer graphene above the magic anglehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-117756f7ed300852a02b0289/https://iheadwater.github.io/dailyinfo-web/papers/pnas-117756f7ed300852a02b0289/在高于魔角的扭转双层石墨烯中，高磁场下观察到扩展的分数量子Hofstadter态。Fri, 16 Oct 2026 20:03:34 GMTPapersSpatiotemporal noise stabilizes unbounded diversity in strongly competitive communitieshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-11a1d4ffb48614dbdd8fd51d/https://iheadwater.github.io/dailyinfo-web/papers/pnas-11a1d4ffb48614dbdd8fd51d/发现时空噪声能够稳定强竞争群落中的无界多样性，挑战了竞争排斥的经典预期。Fri, 16 Oct 2026 20:03:34 GMTPapersEveryday adaptation in a gilded trap: Risk-taking and resilience in Maine’s lobster fisheryhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-140a7414790ecef6d04733e4/https://iheadwater.github.io/dailyinfo-web/papers/pnas-140a7414790ecef6d04733e4/缅因龙虾渔业在‘镀金陷阱’中通过日常适应和风险承担展现韧性。Fri, 16 Oct 2026 20:03:34 GMTPapersFault-controlled natural hydrogen reservoirs as underground hydrogen storage siteshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-1bf472035d045c145a28b1ac/https://iheadwater.github.io/dailyinfo-web/papers/pnas-1bf472035d045c145a28b1ac/断层控制的天然氢储层可作为地下储氢选址。Fri, 16 Oct 2026 20:03:34 GMTPapersSelective sparsity–enhanced synchronization in disordered semiconductor laser networkshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-1cc96c44d0e9b067323406df/https://iheadwater.github.io/dailyinfo-web/papers/pnas-1cc96c44d0e9b067323406df/揭示在无序半导体激光网络中，选择性稀疏化能够增强网络同步。Fri, 16 Oct 2026 20:03:34 GMTPapersVaccine data suggest immunity could mitigate dementia. What’s the biology behind these apparent effects?https://iheadwater.github.io/dailyinfo-web/papers/pnas-20f722fb9ee9686b40836cf4/https://iheadwater.github.io/dailyinfo-web/papers/pnas-20f722fb9ee9686b40836cf4/疫苗数据提示免疫可能减轻痴呆，本文探讨这些表观效应背后的生物学机制。Fri, 16 Oct 2026 20:03:34 GMTPapersMATRIN3 deficiency in human cells triggers an autoinflammatory response via cGAS–STING activationhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-217bdfe4d4ee99a3df430a8e/https://iheadwater.github.io/dailyinfo-web/papers/pnas-217bdfe4d4ee99a3df430a8e/人细胞中 MATRIN3 缺失通过激活 cGAS–STING 通路触发自身炎症反应。Fri, 16 Oct 2026 20:03:34 GMTPapersPyrrolysine supply and demand shapes the translational landscape in Methanosarcina acetivoranshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-22198daf893584bc35500e80/https://iheadwater.github.io/dailyinfo-web/papers/pnas-22198daf893584bc35500e80/揭示吡咯赖氨酸的供给与需求动态重塑 Methanosarcina acetivorans 的翻译景观，凸显稀有氨基酸对翻译调控的关键作用。Fri, 16 Oct 2026 20:03:34 GMTPapersInterventions to mitigate post-infection morbidity: Management insights from simple modelshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-26e3b22d01d858aedf41464b/https://iheadwater.github.io/dailyinfo-web/papers/pnas-26e3b22d01d858aedf41464b/简单模型为减轻感染后疾病的干预措施提供了管理启示。Fri, 16 Oct 2026 20:03:34 GMTPapersTyrosine phosphorylation unfolds nucleophosmin and disrupts its integration into the nucleolushttps://iheadwater.github.io/dailyinfo-web/papers/pnas-27099e48444edf868fd06c9d/https://iheadwater.github.io/dailyinfo-web/papers/pnas-27099e48444edf868fd06c9d/酪氨酸磷酸化会使核磷蛋白发生去折叠，并破坏其整合入核仁，从而揭示翻译后修饰调控核仁定位的新机制。Fri, 16 Oct 2026 20:03:34 GMTPapersTeam science: Progress, barriers, and pathways forwardhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-28b82cdbd898f2ffed2c040a/https://iheadwater.github.io/dailyinfo-web/papers/pnas-28b82cdbd898f2ffed2c040a/综述团队科学的进展、障碍与推进路径，提出促进跨学科协作和制度支持的路径。Fri, 16 Oct 2026 20:03:34 GMTPapersTitin extension explains residual force enhancement in skeletal musclehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-29ab878358cb488fc6d783b0/https://iheadwater.github.io/dailyinfo-web/papers/pnas-29ab878358cb488fc6d783b0/发现肌联蛋白延伸可解释骨骼肌残余力增强。Fri, 16 Oct 2026 20:03:34 GMTPapersChronic intermittent heat exposure induces anxiety in female mice via TLR4 upregulation in paraventricular nucleus CRH neuronshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-2a3af2ca69d12316a9a6ea7d/https://iheadwater.github.io/dailyinfo-web/papers/pnas-2a3af2ca69d12316a9a6ea7d/发现慢性间歇性热暴露通过上调室旁核CRH神经元TLR4诱导雌鼠焦虑。Fri, 16 Oct 2026 20:03:34 GMTPapersStructural considerations on xeGlyT2 substrate and inhibitor recognitionhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-31dd6ad15b4cfa68b30e3305/https://iheadwater.github.io/dailyinfo-web/papers/pnas-31dd6ad15b4cfa68b30e3305/该研究通过对 xeGlyT2 的结构分析，揭示了其识别底物与抑制剂的分子机制，为靶向糖转运蛋白的药物设计提供依据。Fri, 16 Oct 2026 20:03:34 GMTPapersEnhancement of hippocampal synaptic AMPA receptor function by the antidepressant tianeptine and by opioid peptideshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-32ced091b9c159040085e91b/https://iheadwater.github.io/dailyinfo-web/papers/pnas-32ced091b9c159040085e91b/揭示抗抑郁药噻奈普汀与阿片肽可增强海马突触AMPA受体功能。Fri, 16 Oct 2026 20:03:34 GMTPapersCycles upon cycles—Temperature scaling of medaka developmenthttps://iheadwater.github.io/dailyinfo-web/papers/pnas-34e2ac85c5f150965e485c91/https://iheadwater.github.io/dailyinfo-web/papers/pnas-34e2ac85c5f150965e485c91/揭示青鳉发育中多层周期过程随温度变化的缩放规律。Fri, 16 Oct 2026 20:03:34 GMTPapers53BP1 condensates regulate DNA replication progression and completionhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-37b218d2a949216331187520/https://iheadwater.github.io/dailyinfo-web/papers/pnas-37b218d2a949216331187520/发现53BP1凝聚体调控DNA复制进程与完成，拓展了53BP1在复制调控中的功能。Fri, 16 Oct 2026 20:03:34 GMTPapersChemoreceptor complexes signal through a protein-ordering and stabilization mechanismhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-389b9f0c710821af5259ceec/https://iheadwater.github.io/dailyinfo-web/papers/pnas-389b9f0c710821af5259ceec/趋化受体复合物通过蛋白质有序化与稳定化机制传递信号，揭示了有别于传统构象变化模型的信号转导方式。Fri, 16 Oct 2026 20:03:34 GMTPapersNA-CDQuant: Quantitative spectral analysis of nucleic acid structure by circular dichroism spectroscopyhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-3cf11c8e9d643abd65b9da7b/https://iheadwater.github.io/dailyinfo-web/papers/pnas-3cf11c8e9d643abd65b9da7b/开发NA-CDQuant工具，实现基于圆二色光谱的核酸结构定量分析。Fri, 16 Oct 2026 20:03:34 GMTPapersOpposing activity of SOX9 and Wnt in the developing otocyst ensures SOX10 control of endolymphatic developmenthttps://iheadwater.github.io/dailyinfo-web/papers/pnas-3ef5aae2dac2fd3bfd48a0a0/https://iheadwater.github.io/dailyinfo-web/papers/pnas-3ef5aae2dac2fd3bfd48a0a0/在发育中的耳囊内，SOX9与Wnt信号相互拮抗，从而确保SOX10对内淋巴发育的控制。Fri, 16 Oct 2026 20:03:34 GMTPapersInfection of macrophages by mpox virus activates inflammasome and cell death, informing multitarget therapeutic strategieshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-41ac0a8217e61dbe072363f8/https://iheadwater.github.io/dailyinfo-web/papers/pnas-41ac0a8217e61dbe072363f8/发现猴痘病毒感染巨噬细胞可激活炎症小体并诱导细胞死亡，为多靶点治疗策略提供依据。Fri, 16 Oct 2026 20:03:34 GMTPapersNeutralization titers reveal the structure of polyclonal antibody responseshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-440b71d9d64ecbef751be29d/https://iheadwater.github.io/dailyinfo-web/papers/pnas-440b71d9d64ecbef751be29d/中和滴度揭示了多克隆抗体反应的结构特征。Fri, 16 Oct 2026 20:03:34 GMTPapersKAT5/TIP60 orchestrates H4K16 and H2A.Z acetylation to drive the gonocyte-to-spermatogonia transitionhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-496abec55903f4f1eef72749/https://iheadwater.github.io/dailyinfo-web/papers/pnas-496abec55903f4f1eef72749/揭示KAT5/TIP60通过协调H4K16与H2A.Z乙酰化驱动性原细胞向精原细胞转变。Fri, 16 Oct 2026 20:03:34 GMTPapersAn evil much exaggerated? The consequences of cousin marriagehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-496c1dfc59a7284134be8418/https://iheadwater.github.io/dailyinfo-web/papers/pnas-496c1dfc59a7284134be8418/该研究重新评估表亲婚姻的后果，发现其负面影响可能被过度夸大。Fri, 16 Oct 2026 20:03:34 GMTPapersRetraction for Wang et al., Chemical ecology and convergent evolution of natural hallucinogens: From ecological defense to conserved neural targetshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-4fa110f718cfc799fd069cd1/https://iheadwater.github.io/dailyinfo-web/papers/pnas-4fa110f718cfc799fd069cd1/该文是对 Wang 等关于天然致幻剂化学生态与趋同进化研究的撤稿声明。Fri, 16 Oct 2026 20:03:34 GMTPapersReply to Cantwell Chater and Shahsavar: Clarifying PDB deposition records and local model interpretation in GlyT2 structureshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-5050349e20141bbe5f09363b/https://iheadwater.github.io/dailyinfo-web/papers/pnas-5050349e20141bbe5f09363b/作者回应澄清了 GlyT2 结构研究中的 PDB 存档记录与局部模型解读问题。Fri, 16 Oct 2026 20:03:34 GMTPapersDopamine suppresses pathological retinal oscillations and enhances the signal-to-noise ratiohttps://iheadwater.github.io/dailyinfo-web/papers/pnas-50bb6543204e02d3f20ff2c1/https://iheadwater.github.io/dailyinfo-web/papers/pnas-50bb6543204e02d3f20ff2c1/发现多巴胺可抑制视网膜病理振荡并提高信噪比，提示其干预异常节律的潜力。Fri, 16 Oct 2026 20:03:34 GMTPapersProfile of Michael N. Shadlenhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-5ed24bad449acd0b443bd834/https://iheadwater.github.io/dailyinfo-web/papers/pnas-5ed24bad449acd0b443bd834/介绍Michael N. Shadlen在决策神经科学等领域的学术历程与核心贡献。Fri, 16 Oct 2026 20:03:34 GMTPapersA receptor-like kinase pair integrates extracellular ATP and salicylic acid signaling to activate plant immunityhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-64c13aa5c8d78349f4b8614f/https://iheadwater.github.io/dailyinfo-web/papers/pnas-64c13aa5c8d78349f4b8614f/发现一对受体样激酶整合胞外ATP与水杨酸信号以协同激活植物免疫。Fri, 16 Oct 2026 20:03:34 GMTPapersConformational switch of NPC1 epitomizes a lumen-to-membrane alternating access model for nonpolar substrateshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-654b8f738e6aa64ed580a432/https://iheadwater.github.io/dailyinfo-web/papers/pnas-654b8f738e6aa64ed580a432/揭示NPC1构象转换体现非极性底物从管腔到膜的交替访问模型。Fri, 16 Oct 2026 20:03:34 GMTPapersCorrection for Callaway et al., Nanoscale dynamics of the cadherin–catenin complex bound to vinculin revealed by neutron spin echo spectroscopyhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-67b7fb8ce23875a9fa062f9c/https://iheadwater.github.io/dailyinfo-web/papers/pnas-67b7fb8ce23875a9fa062f9c/对Callaway等人关于中子自旋回波光谱揭示与黏着斑蛋白结合的钙黏蛋白–连环蛋白复合物纳米尺度动力学的文章发布更正。Fri, 16 Oct 2026 20:03:34 GMTPapersMechanotherapy enhances nanodrug uptake by overcoming the actin cytoskeleton damping effecthttps://iheadwater.github.io/dailyinfo-web/papers/pnas-6f7691b640981a4a077616b0/https://iheadwater.github.io/dailyinfo-web/papers/pnas-6f7691b640981a4a077616b0/发现力学治疗可通过克服肌动蛋白细胞骨架的阻尼效应来增强纳米药物摄取。Fri, 16 Oct 2026 20:03:34 GMTPapersMechanisms of intracellular pH gating and local anesthetic inhibition of the two-pore domain K+ channel TASK-2https://iheadwater.github.io/dailyinfo-web/papers/pnas-70e3af99a3829c8e3e6eb4a5/https://iheadwater.github.io/dailyinfo-web/papers/pnas-70e3af99a3829c8e3e6eb4a5/揭示双孔域钾通道 TASK-2 的胞内 pH 门控机制以及局部麻醉药抑制该通道的分子基础。Fri, 16 Oct 2026 20:03:34 GMTPapersDystrophic changes of nigrostriatal axons harboring a SYNJ1 Parkinson’s mutation suggest catastrophic failure of endocytic mechanismshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-751df903bf852816310fea86/https://iheadwater.github.io/dailyinfo-web/papers/pnas-751df903bf852816310fea86/携带 SYNJ1 帕金森病突变的黑质纹状体轴突出现营养不良性改变，提示内吞机制发生灾难性失效。Fri, 16 Oct 2026 20:03:34 GMTPapersAn unidentified reservoir of comet 81P/Wild 2 chondruleshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-75fd4ace5a4c76f061a664d5/https://iheadwater.github.io/dailyinfo-web/papers/pnas-75fd4ace5a4c76f061a664d5/研究在81P/Wild 2彗星样本中识别出一个未确认的球粒储库，暗示彗星物质来源比此前认为的更为复杂。Fri, 16 Oct 2026 20:03:34 GMTPapersTranscriptional regulation and function of GPR18 in macrophage subtype specificationhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-771b4e98d13e3b1f356b8067/https://iheadwater.github.io/dailyinfo-web/papers/pnas-771b4e98d13e3b1f356b8067/阐明 GPR18 在巨噬细胞亚型特化中的转录调控机制及其功能作用。Fri, 16 Oct 2026 20:03:34 GMTPapersA second-generation “hypoxia in a pill” rescues neurodegenerative phenotypes across distinct mouse modelshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-7f0836884f22ed670a063609/https://iheadwater.github.io/dailyinfo-web/papers/pnas-7f0836884f22ed670a063609/第二代“药丸式缺氧”干预在多种不同小鼠模型中挽救了神经退行性表型。Fri, 16 Oct 2026 20:03:34 GMTPapersThe NAC transcription factor SOMBRERO controls auxin gradients for columella root cap maturation and turnoverhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-809873ae6cddd44dd6094add/https://iheadwater.github.io/dailyinfo-web/papers/pnas-809873ae6cddd44dd6094add/发现NAC转录因子SOMBRERO通过调控生长素梯度控制根冠柱细胞成熟与更替。Fri, 16 Oct 2026 20:03:34 GMTPapersPelvis shows Neanderthals differed from humans in locomotion but not in birthhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-822adeba4e42de269dd658fe/https://iheadwater.github.io/dailyinfo-web/papers/pnas-822adeba4e42de269dd658fe/骨盆证据显示尼安德特人与现代人类在运动方式上不同，但在分娩方面并无差异。Fri, 16 Oct 2026 20:03:34 GMTPapersDeep learning of fossil pollen morphology reveals 25,000 y of ecological change in eastern African grasslandshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-89f7009ded0f8d70a5cef3e8/https://iheadwater.github.io/dailyinfo-web/papers/pnas-89f7009ded0f8d70a5cef3e8/利用深度学习分析化石花粉形态，重建了东非草原过去2.5万年的生态变化。Fri, 16 Oct 2026 20:03:34 GMTPapersSETDB1 preferentially silences evolutionarily young retroelementshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-8b509ee8ebecf6f504b1def3/https://iheadwater.github.io/dailyinfo-web/papers/pnas-8b509ee8ebecf6f504b1def3/SETDB1 优先沉默进化上年轻的逆转录元件。Fri, 16 Oct 2026 20:03:34 GMTPapersDNAAF19–RUVBL1/2 complex recruits multiple adaptors to promote dynein arm assemblyhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-8bf4ebcabbb6427076f06cfc/https://iheadwater.github.io/dailyinfo-web/papers/pnas-8bf4ebcabbb6427076f06cfc/发现DNAAF19与RUVBL1/2形成复合物并招募多种衔接蛋白，从而促进纤毛动力蛋白臂组装，揭示动力蛋白臂组装的新机制。Fri, 16 Oct 2026 20:03:34 GMTPapersDiversity and spatial segregation of TRP channels in the closest relatives of animalshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-940ca629af7ba2b1f8833b2d/https://iheadwater.github.io/dailyinfo-web/papers/pnas-940ca629af7ba2b1f8833b2d/揭示动物最近亲缘类群中TRP通道的多样性与空间分隔模式。Fri, 16 Oct 2026 20:03:34 GMTPapersConvergent innovation of (crypto)vivipary via asymmetric dismantling of seed desiccation and dormancy machineryhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-9476d5f802b77c9a7cb20634/https://iheadwater.github.io/dailyinfo-web/papers/pnas-9476d5f802b77c9a7cb20634/研究发现（隐）胎生通过不对称拆解种子脱水和休眠机制而趋同演化。Fri, 16 Oct 2026 20:03:34 GMTPapersCausality-integrated graph learning for multi-endpoint toxicity predictionhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-967fac4f5c2f39e77a3a4935/https://iheadwater.github.io/dailyinfo-web/papers/pnas-967fac4f5c2f39e77a3a4935/该研究提出融合因果关系的图学习方法用于多终点毒性预测，提升了毒理预测的准确性与可解释性。Fri, 16 Oct 2026 20:03:34 GMTPapersThe more you automate, the less you see: Hidden pitfalls of autonomous AI scientistshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-9730894178c8274ef688133e/https://iheadwater.github.io/dailyinfo-web/papers/pnas-9730894178c8274ef688133e/该研究警示自主AI科学家在自动化程度提高时可能掩盖关键观察与偏差，揭示了其隐藏陷阱与局限性。Fri, 16 Oct 2026 20:03:34 GMTPapersAn opto-microperfusion neural probe for multiplexed detection of optogenetically evoked neurochemical release dynamicshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-984195120dd244cbf4e5dc1d/https://iheadwater.github.io/dailyinfo-web/papers/pnas-984195120dd244cbf4e5dc1d/开发了一种光遗传-微灌流神经探针，可多路检测光遗传刺激触发的神经化学物质释放动态。Fri, 16 Oct 2026 20:03:34 GMTPapersExact solutions produce a full picture of crack behavior in dynamic fracturehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-99d5d805f8b30cf998f0fb20/https://iheadwater.github.io/dailyinfo-web/papers/pnas-99d5d805f8b30cf998f0fb20/精确解为动态断裂中的裂纹行为提供了完整图景。Fri, 16 Oct 2026 20:03:34 GMTPapersBone morphogenetic protein signaling as a key regulator of retinal fibrosishttps://iheadwater.github.io/dailyinfo-web/papers/pnas-9a605e7e53445e9294356e33/https://iheadwater.github.io/dailyinfo-web/papers/pnas-9a605e7e53445e9294356e33/确定骨形态发生蛋白信号是视网膜纤维化的关键调控通路。Fri, 16 Oct 2026 20:03:34 GMTPapersOrganic imprint: Natural matter dictates crystallization of manganese oxides on hematitehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-9b07b0b63dcce4a3b6b89131/https://iheadwater.github.io/dailyinfo-web/papers/pnas-9b07b0b63dcce4a3b6b89131/天然有机质通过界面印迹作用决定赤铁矿表面锰氧化物的结晶路径与产物。Fri, 16 Oct 2026 20:03:34 GMTPapersCell jamming transition is regulated by mitochondrial pyruvate transport and endocytosishttps://iheadwater.github.io/dailyinfo-web/papers/pnas-a2e40b2f4efe4ba0b49ee06c/https://iheadwater.github.io/dailyinfo-web/papers/pnas-a2e40b2f4efe4ba0b49ee06c/线粒体丙酮酸转运和内吞作用共同调控细胞堵塞转变。Fri, 16 Oct 2026 20:03:34 GMTPapersGlobal grassland productivity and carbon storage benefit from functional diversity under climate changehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-a3a4307cc31fff33b103dbd9/https://iheadwater.github.io/dailyinfo-web/papers/pnas-a3a4307cc31fff33b103dbd9/在气候变化下，功能多样性有利于提升全球草地生产力和碳储存。Fri, 16 Oct 2026 20:03:34 GMTPapersTrans- and cis-interaction dynamics of cadherin complexes on membranes visualized by high-speed atomic force microscopyhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-a3f7c3cccbc76ff89a884245/https://iheadwater.github.io/dailyinfo-web/papers/pnas-a3f7c3cccbc76ff89a884245/利用高速原子力显微镜可视化膜上钙黏蛋白复合物的反式与顺式相互作用动力学。Fri, 16 Oct 2026 20:03:34 GMTPapersCorrection for Chakravarti et al., Induced multipotency in adult keratinocytes through down-regulation of ΔNp63 or DGCR8https://iheadwater.github.io/dailyinfo-web/papers/pnas-a7352615eecb613acf5962d0/https://iheadwater.github.io/dailyinfo-web/papers/pnas-a7352615eecb613acf5962d0/该更正声明针对 Chakravarti 等关于通过下调 ΔNp63 或 DGCR8 在成体角质形成细胞中诱导多能性的论文进行勘误，以修正原文中的错误。Fri, 16 Oct 2026 20:03:34 GMTPapersBarry Bloom and the convergence of immunology, infectious disease, and public healthhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-af61bb34b8063a1926e52998/https://iheadwater.github.io/dailyinfo-web/papers/pnas-af61bb34b8063a1926e52998/回顾Barry Bloom在免疫学、传染病与公共卫生交叉融合领域的学术贡献与影响。Fri, 16 Oct 2026 20:03:34 GMTPapersIGF2BP1 in 17q-gain cooperates with MYCN to regulate purine biosynthesis and immunotherapy efficacy in neuroblastomahttps://iheadwater.github.io/dailyinfo-web/papers/pnas-b29827d01ef792491f2380a3/https://iheadwater.github.io/dailyinfo-web/papers/pnas-b29827d01ef792491f2380a3/在神经母细胞瘤中，17q 增益区域的 IGF2BP1 与 MYCN 协同调控嘌呤生物合成，并影响免疫治疗疗效。Fri, 16 Oct 2026 20:03:34 GMTPapersSpatial and single-nucleus transcriptomics reveals the molecular pathology of type 2 diabetes–associated cognitive dysfunctionhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-b76f35221636f0ccf1498402/https://iheadwater.github.io/dailyinfo-web/papers/pnas-b76f35221636f0ccf1498402/结合空间和单核转录组学揭示2型糖尿病相关认知功能障碍的分子病理。Fri, 16 Oct 2026 20:03:34 GMTPapersCorrection for Chi et al., Urban tree canopy fragmentation and child mortality in low- and middle-income countrieshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-b814af596b29b141af0f8dde/https://iheadwater.github.io/dailyinfo-web/papers/pnas-b814af596b29b141af0f8dde/该更正声明针对 Chi 等关于中低收入国家城市树冠破碎化与儿童死亡率关系的研究进行勘误，以修正原文中的错误。Fri, 16 Oct 2026 20:03:34 GMTPapersFormation of a swelling gel underlies a morphological transition in Bacillus subtilis biofilmshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-b9771142e5b9ea6ec88838ee/https://iheadwater.github.io/dailyinfo-web/papers/pnas-b9771142e5b9ea6ec88838ee/枯草芽孢杆菌生物膜中一种溶胀凝胶的形成驱动了其形态转变。Fri, 16 Oct 2026 20:03:34 GMTPapersGlobal divergence in urban–rural vegetation resilience driven by broken ecological trade-offshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-b9a71da8599d2a04539df133/https://iheadwater.github.io/dailyinfo-web/papers/pnas-b9a71da8599d2a04539df133/全球尺度分析显示城乡植被恢复力出现分化，其驱动因素是生态权衡关系被破坏。Fri, 16 Oct 2026 20:03:34 GMTPapersGeometric criterion for capillary thread breakup in rectangular microchannelshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-ba4233f78f0bcb3b5d04464b/https://iheadwater.github.io/dailyinfo-web/papers/pnas-ba4233f78f0bcb3b5d04464b/研究提出矩形微通道内毛细丝断裂的几何判据。Fri, 16 Oct 2026 20:03:34 GMTPapersTwo D-loop resolution systems enable natural genetic transformation in bacteriahttps://iheadwater.github.io/dailyinfo-web/papers/pnas-bd1c71f89b6359798e8f9bba/https://iheadwater.github.io/dailyinfo-web/papers/pnas-bd1c71f89b6359798e8f9bba/揭示两个D-loop解离系统共同支持细菌自然遗传转化。Fri, 16 Oct 2026 20:03:34 GMTPapersBypass of the canonical biotin synthesis pathway in yeasthttps://iheadwater.github.io/dailyinfo-web/papers/pnas-bf27a01e663664e11b904e3c/https://iheadwater.github.io/dailyinfo-web/papers/pnas-bf27a01e663664e11b904e3c/酵母中存在绕过经典生物素合成途径的替代机制，拓展了对生物素代谢可塑性的认识。Fri, 16 Oct 2026 20:03:34 GMTPapersHow biological synapses self-assemble gradient learninghttps://iheadwater.github.io/dailyinfo-web/papers/pnas-c134527d5a5b3c0ba78f4d59/https://iheadwater.github.io/dailyinfo-web/papers/pnas-c134527d5a5b3c0ba78f4d59/研究揭示生物突触如何自组装实现梯度学习。Fri, 16 Oct 2026 20:03:34 GMTPapersCorrection for Tomek et al., Beyond “non-significant” results: Why and how to test for practical equivalencehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-c41620a5c23967a7fb298fcf/https://iheadwater.github.io/dailyinfo-web/papers/pnas-c41620a5c23967a7fb298fcf/该更正针对 Tomek 等关于超越“不显著”结果并检验实际等效性的研究。Fri, 16 Oct 2026 20:03:34 GMTPapersCorrection for Campana, The market for human smuggling: Structure, mechanisms, and paradoxeshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-c69d93dd22c62d4ac4173700/https://iheadwater.github.io/dailyinfo-web/papers/pnas-c69d93dd22c62d4ac4173700/对Campana关于人口走私市场结构、机制与悖论的文章发布更正。Fri, 16 Oct 2026 20:03:34 GMTPapersIn This Issuehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-c8167603acf734b82a49b31b/https://iheadwater.github.io/dailyinfo-web/papers/pnas-c8167603acf734b82a49b31b/本期简介汇总了本期 PNAS 多篇研究的主要发现与亮点。Fri, 16 Oct 2026 20:03:34 GMTPapersCooperation in binary mixtures of active colloidshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-c9cc3270c547e0d43366a3f5/https://iheadwater.github.io/dailyinfo-web/papers/pnas-c9cc3270c547e0d43366a3f5/揭示二元活性胶体混合物中通过组分间合作产生协同集体行为的机制。Fri, 16 Oct 2026 20:03:34 GMTPapersThe Benjamini–Hochberg procedure can fail to control the FDR for correlated two-sided Gaussian testshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-ca3b66c239b090815c445edf/https://iheadwater.github.io/dailyinfo-web/papers/pnas-ca3b66c239b090815c445edf/该研究表明，在相关双侧高斯检验中，Benjamini–Hochberg 程序可能无法控制错误发现率（FDR），对其广泛应用提出重要警告。Fri, 16 Oct 2026 20:03:34 GMTPapersQuantum Fisher information and photon statistics from shift current shot noisehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-cca36dcca3501823da19d6bb/https://iheadwater.github.io/dailyinfo-web/papers/pnas-cca36dcca3501823da19d6bb/研究从移位电流散粒噪声中提取量子费舍尔信息并表征光子统计。Fri, 16 Oct 2026 20:03:34 GMTPapersBreaking trait scaling via the evolution and regulation of dimorphic decoupling in antshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-cca96bfd677fc5a5684d68bb/https://iheadwater.github.io/dailyinfo-web/papers/pnas-cca96bfd677fc5a5684d68bb/揭示蚂蚁通过二态性解耦的进化和调控打破性状尺度关系。Fri, 16 Oct 2026 20:03:34 GMTPapersApomixis imposes evolutionary costs by reducing recombination efficiency and disrupting segregationhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-cede425d23bce12b7e047063/https://iheadwater.github.io/dailyinfo-web/papers/pnas-cede425d23bce12b7e047063/研究发现无融合生殖通过降低重组效率和扰乱分离过程带来进化代价，挑战了其作为无性繁殖优势的传统看法。Fri, 16 Oct 2026 20:03:34 GMTPapersMyeloid cell reprogramming drives enhanced defense against Streptococcus pneumoniae lung infection following exposure to commensal Prevotellahttps://iheadwater.github.io/dailyinfo-web/papers/pnas-cf4e0f61b6da18774fad4643/https://iheadwater.github.io/dailyinfo-web/papers/pnas-cf4e0f61b6da18774fad4643/共生菌 Prevotella 暴露可重编程髓系细胞，从而增强肺部对肺炎链球菌感染的防御。Fri, 16 Oct 2026 20:03:34 GMTPapersRegulation of morphogen signaling pathways by recurrent hypermotif circuitshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-d1684ecb2f30c28d8f890428/https://iheadwater.github.io/dailyinfo-web/papers/pnas-d1684ecb2f30c28d8f890428/研究发现反复出现的超基序回路能够调控形态发生素信号通路，揭示了发育信号通路的保守调控架构。Fri, 16 Oct 2026 20:03:34 GMTPapersPhysics-informed single-frame end-to-end learning for denoising and background removal in fluorescence imaginghttps://iheadwater.github.io/dailyinfo-web/papers/pnas-d1989e706e74cfeaa3c063fa/https://iheadwater.github.io/dailyinfo-web/papers/pnas-d1989e706e74cfeaa3c063fa/开发物理信息引导的单帧端到端学习框架，可同时实现荧光成像去噪和背景去除并提升图像质量。Fri, 16 Oct 2026 20:03:34 GMTPapersThe lack of characterization of inferential operators leaves the robustness of global insect richness estimates undeterminedhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-d35bd2c1aaa6cf77fbf5fd48/https://iheadwater.github.io/dailyinfo-web/papers/pnas-d35bd2c1aaa6cf77fbf5fd48/该研究指出，由于推断算子缺乏充分刻画，全球昆虫丰富度估计的稳健性仍无法确定，提示相关结论需谨慎解读。Fri, 16 Oct 2026 20:03:34 GMTPapersReply to Fattorini and Borges: Conditional CIs and sensitivity analysis characterize uncertainty in global insect richness estimateshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-d484d98132914494d8af4a8a/https://iheadwater.github.io/dailyinfo-web/papers/pnas-d484d98132914494d8af4a8a/作者回应强调条件置信区间与敏感性分析可用于刻画全球昆虫丰富度估计的不确定性。Fri, 16 Oct 2026 20:03:34 GMTPapersTailored speckle illumination microscopy with enhanced sectioning and image qualityhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-d595ad8540d497ee2ad8ef09/https://iheadwater.github.io/dailyinfo-web/papers/pnas-d595ad8540d497ee2ad8ef09/提出定制散斑照明显微技术，提升光学切片能力和图像质量。Fri, 16 Oct 2026 20:03:34 GMTPapersMultiple-oxygen isotope constraints on aerobic respiration and gross primary productivityhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-d795d09a28086058db9d5785/https://iheadwater.github.io/dailyinfo-web/papers/pnas-d795d09a28086058db9d5785/多重氧同位素为有氧呼吸和总初级生产力提供了新的约束。Fri, 16 Oct 2026 20:03:34 GMTPapersUntangling microbial diversification in Antarctic soils—One strain at a timehttps://iheadwater.github.io/dailyinfo-web/papers/pnas-d86097b7ccf70e4376cb271f/https://iheadwater.github.io/dailyinfo-web/papers/pnas-d86097b7ccf70e4376cb271f/该研究通过逐株解析南极土壤微生物，揭示了其多样化过程与生态分化机制。Fri, 16 Oct 2026 20:03:34 GMTPapersReproducibility of social science research using aggregate statistics with noise infused for differential privacyhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-da52bf8c2b2d21f1d0387a4d/https://iheadwater.github.io/dailyinfo-web/papers/pnas-da52bf8c2b2d21f1d0387a4d/研究评估了在差分隐私噪声注入的聚合统计量下社会科学研究的可重复性。Fri, 16 Oct 2026 20:03:34 GMTPapersA 2,623-year temperature reconstruction from the Colorado Rocky Mountains reveals warm and cool droughtshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-dc850ec6f3cb6e42cf32c123/https://iheadwater.github.io/dailyinfo-web/papers/pnas-dc850ec6f3cb6e42cf32c123/科罗拉多落基山脉2623年温度重建揭示出暖干旱与冷干旱两类干旱模式。Fri, 16 Oct 2026 20:03:34 GMTPapersPhenotypic screening identifies kenpaullone as a prolymphangiogenic compound to improve heart repair following myocardial infarctionhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-e2a51ee1d79cb05cbf0acb0b/https://iheadwater.github.io/dailyinfo-web/papers/pnas-e2a51ee1d79cb05cbf0acb0b/表型筛选发现 kenpaullone 是一种促淋巴管生成化合物，可改善心肌梗死后的心脏修复。Fri, 16 Oct 2026 20:03:34 GMTPapersContinuous UV irradiation played an inconclusive role in selecting the canonical genetic alphabethttps://iheadwater.github.io/dailyinfo-web/papers/pnas-e4cf29657d50c5df8d75ed7c/https://iheadwater.github.io/dailyinfo-web/papers/pnas-e4cf29657d50c5df8d75ed7c/连续紫外线照射在经典遗传字母表的选择中作用尚无定论。Fri, 16 Oct 2026 20:03:34 GMTPapersEfficient and robust control with spikes that constrain free energyhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-e5d37606ac4a4cedefa58a7a/https://iheadwater.github.io/dailyinfo-web/papers/pnas-e5d37606ac4a4cedefa58a7a/提出一种受自由能约束的脉冲控制框架，在保持高效与鲁棒性的同时降低控制能量消耗。Fri, 16 Oct 2026 20:03:34 GMTPapersRecurrent hypermotif regulatory circuits in developmental programshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-e6e21ecbb3ee6c464232500e/https://iheadwater.github.io/dailyinfo-web/papers/pnas-e6e21ecbb3ee6c464232500e/该研究识别出发育程序中反复出现的超基序调控回路，为理解发育基因调控网络的组织原则提供了统一框架。Fri, 16 Oct 2026 20:03:34 GMTPapersCorrection for Doughty et al., Compounded effects on wetland greenhouse gas fluxes from climate change and water management along a saline to freshwater gradienthttps://iheadwater.github.io/dailyinfo-web/papers/pnas-f26358100c1defa6cd41208a/https://iheadwater.github.io/dailyinfo-web/papers/pnas-f26358100c1defa6cd41208a/该更正针对 Doughty 等关于气候变化与水资源管理沿盐度梯度复合影响湿地温室气体通量的研究。Fri, 16 Oct 2026 20:03:34 GMTPapersNocturnal neurons shape daytime visual receptive fields in the retinahttps://iheadwater.github.io/dailyinfo-web/papers/pnas-f3b2d0b41ee94aa64d9db7ec/https://iheadwater.github.io/dailyinfo-web/papers/pnas-f3b2d0b41ee94aa64d9db7ec/该研究发现夜间活动的视网膜神经元能够塑造白天的视觉感受野，揭示昼夜节律对视觉信息处理的影响。Fri, 16 Oct 2026 20:03:34 GMTPapersBioinspired negative-curvature monomer architecture accelerates on-surface topochemical polymerizationhttps://iheadwater.github.io/dailyinfo-web/papers/pnas-f686079e5e2719c1623dc7f0/https://iheadwater.github.io/dailyinfo-web/papers/pnas-f686079e5e2719c1623dc7f0/受生物启发的负曲率单体结构可加速表面拓扑化学聚合。Fri, 16 Oct 2026 20:03:34 GMTPapersDensity-dependent aggregation underlies spatial self-organization in coastal duneshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-f830de57e8b3b0656792a542/https://iheadwater.github.io/dailyinfo-web/papers/pnas-f830de57e8b3b0656792a542/密度依赖性聚集是海岸沙丘空间自组织的核心机制。Fri, 16 Oct 2026 20:03:34 GMTPapersStructural basis for membrane-dependent positive feedback regulation of DOCK11 by activated Cdc42https://iheadwater.github.io/dailyinfo-web/papers/pnas-fd0bbc0d81716b4d62d2563c/https://iheadwater.github.io/dailyinfo-web/papers/pnas-fd0bbc0d81716b4d62d2563c/解析激活Cdc42对DOCK11进行膜依赖正反馈调控的结构基础。Fri, 16 Oct 2026 20:03:34 GMTPapersBrain weight across the adult lifespan in great apeshttps://iheadwater.github.io/dailyinfo-web/papers/pnas-fe445680407ae0a9ba0f3285/https://iheadwater.github.io/dailyinfo-web/papers/pnas-fe445680407ae0a9ba0f3285/该研究刻画了大型猿类整个成年生命周期的脑重量变化轨迹，揭示了其与人类脑衰老模式的异同。Fri, 16 Oct 2026 20:03:34 GMTPapersA revised model for atmospheric adjacency effect correction in optical satellite earth observation imageshttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-3d64726d71712062a14e5b98/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-3d64726d71712062a14e5b98/提出了一种改进的光学卫星地球观测影像大气邻近效应校正模型，通过优化邻近效应表征提升了复杂地表条件下辐射校正的精度与定量一致性。Fri, 16 Oct 2026 20:03:34 GMTPapersPassive microwave sea ice concentration biases in the Southern Hemisphere revealed by ICESat-2 linear ice fractionhttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-94d6265ab2ad628885b33a4a/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-94d6265ab2ad628885b33a4a/利用ICESat-2线性海冰分数揭示南半球被动微波海冰浓度产品存在显著偏差，表明其精度受冰间水道和薄冰等条件影响，为改进反演算法提供了新约束。Fri, 16 Oct 2026 20:03:34 GMTPapersAn electricity smart meter dataset of Chinese households: insights into prosumershttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-4dd4f29775582891aa1dd768/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-4dd4f29775582891aa1dd768/该研究构建了中国家庭智能电表数据集并揭示产消者用电与发电行为特征，为能源消费和需求响应研究提供数据支撑。Fri, 16 Oct 2026 20:03:34 GMTPapersHigh-quality haplotype-resolved genome assemblies of two phenotypically divergent strains of <i>Lepista sordida (Basidiomycota)</i>, Hua8 and L-2https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-87fb98e4575474b36cacb31f/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-87fb98e4575474b36cacb31f/该研究提供了表型分化的Lepista sordida（担子菌门）菌株Hua8和L-2的高质量单倍型解析基因组组装，为比较基因组学和性状差异研究提供基础。Fri, 16 Oct 2026 20:03:34 GMTPapersThe chromosome-level genome assembly of the Neotropical yellow-tailed tetra fish <i>Astyanax lacustris</i> (Teleostei: Characiformes)https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-8a1cc5f9935001e6af7ad0e3/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-8a1cc5f9935001e6af7ad0e3/该研究完成了新热带黄尾四带鱼Astyanax lacustris的染色体水平基因组组装，为进化、发育和比较基因组学研究提供参考基因组。Fri, 16 Oct 2026 20:03:34 GMTPapersA Large-Scale Multi-Domain Unified Reverse Arabic Dictionary Datasethttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-a7178fab3b979f43e524efc5/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-a7178fab3b979f43e524efc5/该研究发布了一个大规模多领域统一反向阿拉伯语词典数据集，为阿拉伯语自然语言处理、词典学和检索研究提供统一资源。Fri, 16 Oct 2026 20:03:34 GMTPapersA Comprehensive dRNA-Sequencing Dataset of Aβ42-Induced and APP/PS1 Transgenic Mice Modeling for Early Alzheimer’s Diseasehttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-be8e04a550b3d69b362f42a3/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-be8e04a550b3d69b362f42a3/该研究发布了Aβ42诱导和APP/PS1转基因小鼠早期阿尔茨海默病模型的综合dRNA测序数据集，为解析早期AD转录组及RNA层面变化提供资源。Fri, 16 Oct 2026 20:03:34 GMTPapersA red panda gut microbiome genome catalog from PacBio HiFi and short-read metagenomes and isolateshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-c68db4ceef778640865c7960/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-c68db4ceef778640865c7960/该研究基于PacBio HiFi和短读长宏基因组及分离株构建了小熊猫肠道微生物组基因组目录，为宿主-微生物互作和肠道微生物多样性研究提供资源。Fri, 16 Oct 2026 20:03:34 GMTPapersIron-functionalized carbonized melamine sponge reinforces aerobic granular sludge and reconfigures nitrogen-metabolic potentialhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-2c5b8c0ce523ab49fc926596/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-2c5b8c0ce523ab49fc926596/该研究利用铁功能化碳化三聚氰胺海绵强化好氧颗粒污泥并重塑其氮代谢潜力，为提升颗粒污泥脱氮性能与稳定性提供了新方法。Fri, 16 Oct 2026 20:03:34 GMTPapersSidestream vs. mainstream AnMBR for low-carbon wastewater treatment: a comprehensive life-cycle techno-economic and environmental assessment under stochastic uncertaintieshttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-313e130e462bd7a2edfd0b55/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-313e130e462bd7a2edfd0b55/该研究在随机不确定性下对侧流与主流厌氧膜生物反应器进行全生命周期技术经济与环境综合评估，揭示了低碳污水处理路线选择中的关键权衡与适用条件。Fri, 16 Oct 2026 20:03:34 GMTPapersResolving metabolic interdependencies during chlorobenzene dechlorination in a <em>Dehalobacter</em>-containing communityhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-4de52aaf7391b2e63cf3f843/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-4de52aaf7391b2e63cf3f843/该研究解析了含Dehalobacter菌群中氯苯脱氯过程的代谢互依关系，揭示了关键菌群间电子、氢或营养依赖对脱氯功能的支撑机制。Fri, 16 Oct 2026 20:03:34 GMTPapersMicrobubble-enhanced ozone/peroxymonosulfate oxidation for DEET degradation: Mass transfer–reaction coupled radical generation, oxidant contributions and energy efficiencyhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-ab8c3c39bc27261acb306b6a/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-ab8c3c39bc27261acb306b6a/该研究揭示微气泡强化臭氧/过一硫酸盐氧化通过传质—反应耦合促进自由基生成，并明确了氧化剂贡献及DEET降解的能效提升机制。Fri, 16 Oct 2026 20:03:34 GMTPapersPrediction and verification of emerging contaminants catalytic degradation based on machine learning and molecular fingerprinthttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-f715f1dee086ac313ad0e441/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-f715f1dee086ac313ad0e441/该研究将机器学习与分子指纹相结合，实现了新污染物催化降解性能的预测与验证，为催化剂筛选和降解机制解析提供了数据驱动新策略。Fri, 16 Oct 2026 20:03:34 GMTPapersUnveiling the Potential and Limitations of Large Observational Data Sets for the Calibration of Scaling Laws of Water Consumptionhttps://iheadwater.github.io/dailyinfo-web/papers/wrr-3707a92b282ec73e8df140bc/https://iheadwater.github.io/dailyinfo-web/papers/wrr-3707a92b282ec73e8df140bc/该研究系统评估了大型观测数据集在标定用水量尺度律中的潜力与局限，指出数据规模虽能提升标定稳健性，但受数据异质性、观测偏差和覆盖不均等限制，需结合质量控制与区域校正才能可靠推广尺度律。Fri, 16 Oct 2026 20:03:34 GMTPapersDetecting Anomalies in Karst Aquifer Recharge: A Temporal Convolutional AutoEncoder Framework With High‐Frequency Temperature‐Conductivity Signalshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-e24fb1a83f582e1bc10e982b/https://iheadwater.github.io/dailyinfo-web/papers/wrr-e24fb1a83f582e1bc10e982b/该研究提出一种基于高频温度—电导率信号的时序卷积自编码器框架，可在无监督条件下识别岩溶含水层补给异常，为岩溶水补给动态监测提供更高灵敏度和自动化能力。Fri, 16 Oct 2026 20:03:34 GMTPapershmjz100/LinkSwifthttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-388d66f866180c05a69c3538/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-388d66f866180c05a69c3538/基于 JavaScript 的八大网盘直链下载地址获取工具，支持百度、阿里云、移动云、天翼、迅雷、夸克、UC 和 123 云盘。Fri, 16 Oct 2026 19:45:52 GMTCoderuvnet/ruflohttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-7e50bc218b20efe0112f64f7/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-7e50bc218b20efe0112f64f7/原始 agent harness，支持多智能体 swarm、自治工作流与对话式 AI，内置自适应记忆、自学习、联邦与向量 RAG 集成。Fri, 16 Oct 2026 19:45:52 GMTCodeMadsLorentzen/ai-job-searchhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-adc60ed2ec89988e6389217e/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-adc60ed2ec89988e6389217e/基于 Claude Code 的本地化 AI 求职框架，可评估职位、定制简历、生成求职信并准备面试，且支持 Fork 自主掌控。Fri, 16 Oct 2026 19:45:52 GMTCodeanthropics/claude-plugins-officialhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-ae8db672440908be8f4caa33/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-ae8db672440908be8f4caa33/Anthropic 官方维护的高质量 Claude Code 插件目录，为插件发现与生态标准化提供权威入口。Fri, 16 Oct 2026 19:45:52 GMTCodexerj-org/xerjhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-b7a4f2830cfd10ae02b6ec91/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-b7a4f2830cfd10ae02b6ec91/面向 AI 数据检索的 Rust 引擎，通过 autoindex 一键索引代码、文档、日志和 PDF，以比 grep 少 40 倍 Token 的方式支持搜索、RAG、安全审计与 Agent 记忆。Fri, 16 Oct 2026 19:45:52 GMTCodeandroid/skillshttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-c4597bc97a3501cf8eaa332e/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-c4597bc97a3501cf8eaa332e/Android 官方技能仓库，为 Android 开发场景提供可复用的技能与能力模块。Fri, 16 Oct 2026 19:45:52 GMTCodeDeepLethe/FDE-Gymhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-ef62e82c3f1c93c07029d644/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-ef62e82c3f1c93c07029d644/提供模块化Gym环境与可复现评测基准，用于构建、训练和评测FDE相关智能体与算法。Fri, 16 Oct 2026 19:45:52 GMTCodeblack-forest-labs/flux-3-image-klein-comfyhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-0c6feb35c4d3236fc770a1d4/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-0c6feb35c4d3236fc770a1d4/FLUX.3 Image Klein 的 ComfyUI 适配版图生图模型，支持可视化工作流中的高质量图像编辑与风格转换。Fri, 16 Oct 2026 19:45:52 GMTCodemeta-models/Muse-Spark-Open-816B-A42Bhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-481deb78e871c12ae1826a3b/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-481deb78e871c12ae1826a3b/Muse-Spark-Open-816B-A42B 是816B总参、42B激活的开放多模态MoE模型，面向大规模图文理解与推理。Fri, 16 Oct 2026 19:45:52 GMTCodeblack-forest-labs/flux-3-image-kleinhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-7e98b7ae4c7a32493e10fed3/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-7e98b7ae4c7a32493e10fed3/FLUX.3 Image Klein 原生图生图模型，专注高质量图像编辑与参考图驱动生成。Fri, 16 Oct 2026 19:45:52 GMTCodevllm-sr/d3https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b8fcfa2a5b51564384411ba8/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b8fcfa2a5b51564384411ba8/面向零样本分类的模型组件，支持无需标注数据的灵活类别判定与部署。Fri, 16 Oct 2026 19:45:52 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GMTResource美诺精密汽车零部件（南通）有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-425271a7c390fcd621957948/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-425271a7c390fcd621957948/美诺精密汽车零部件（南通）有限公司 — 2027年校园招聘；截止2027-04-14Fri, 16 Oct 2026 19:30:53 GMTResource广发银行股份有限公司长沙分行2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-4ecbe50c172ea1e252da8590/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-4ecbe50c172ea1e252da8590/广发银行股份有限公司长沙分行 — 2027年校园招聘；截止2026-11-15Fri, 16 Oct 2026 19:30:53 GMTResource芯鑫融资租赁有限责任公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-51577e55bfac97f9211d39e8/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-51577e55bfac97f9211d39e8/芯鑫融资租赁有限责任公司 — 2027年校园招聘；截止2026-12-31Fri, 16 Oct 2026 19:30:53 GMTResource康化（上海）新药研发有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-6e738c1ba24c47a38599df0c/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-6e738c1ba24c47a38599df0c/康化（上海）新药研发有限公司 — 2027年校园招聘；截止2027-10-16Fri, 16 Oct 2026 19:30:53 GMTResource中国能源建设集团湖南省电力设计院有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-742b2b7de06b6e7ca22fd7a6/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-742b2b7de06b6e7ca22fd7a6/中国能源建设集团湖南省电力设计院有限公司 — 2027年校园招聘；截止2027-01-31Fri, 16 Oct 2026 19:30:53 GMTResource辽宁天晟工程技术有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-78551e100d55c16b41d9fc63/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-78551e100d55c16b41d9fc63/辽宁天晟工程技术有限公司 — 2027年校园招聘；截止2027-04-14Fri, 16 Oct 2026 19:30:53 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GMTResource武汉智能设计与数控技术创新中心2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f254a2636ef41c9aa58e4801/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f254a2636ef41c9aa58e4801/武汉智能设计与数控技术创新中心 — 2027年校园招聘；截止2027-04-13Fri, 16 Oct 2026 19:30:53 GMTResource湖北省水利水电规划勘测设计院有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-fdd6df0767d3afdd640c2098/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-fdd6df0767d3afdd640c2098/湖北省水利水电规划勘测设计院有限公司 — 2027年校园招聘；截止2026-10-30Fri, 16 Oct 2026 19:30:53 GMTResource【学在大工】中国工程院院士张...https://iheadwater.github.io/dailyinfo-web/resource/dlutzhxw-2ac736a97996a0355f82aafd/https://iheadwater.github.io/dailyinfo-web/resource/dlutzhxw-2ac736a97996a0355f82aafd/大连理工大学综合新闻栏目发布【学在大工】中国工程院院士张...相关报道，标题与日期信息不完整。Fri, 16 Oct 2026 19:30:53 GMTResourceDistributionally Robust Regularization of Sparse Integer Programming Trained Learning Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2311.01994/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2311.01994/提出针对稀疏整数规划训练学习模型的分布鲁棒正则化，以增强模型在分布偏移下的稳健性。Fri, 16 Oct 2026 19:05:22 GMTarXivInkSight: Offline-to-Online Handwriting Conversion by Teaching Vision-Language Models to Read and Writehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2402.05804/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2402.05804/提出 InkSight，通过教视觉语言模型读写实现离线手写到在线笔迹的转换。Fri, 16 Oct 2026 19:05:22 GMTarXivPairwise Difference Learning for Classificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2406.20031/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2406.20031/提出面向分类的成对差异学习，通过建模样本对之间的差异来提升分类性能。Fri, 16 Oct 2026 19:05:22 GMTarXivLLMR: Knowledge Distillation with a Large Language Model-Induced Rewardhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2409.12500/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2409.12500/提出 LLMR，用大语言模型诱导的奖励进行知识蒸馏，使小模型借助 LLM 反馈更高效地学习。Fri, 16 Oct 2026 19:05:22 GMTarXivSTAMP: Symmetric Temporal Averaging Message Passing for Domain Adaptation in Chronologically Split Graphshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2411.10957/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2411.10957/提出 STAMP（对称时间平均消息传递）用于按时间划分图的域适应，通过对称时序平均缓解时间偏移并提升跨时段泛化。Fri, 16 Oct 2026 19:05:22 GMTarXivKULTURE Bench: A Benchmark for Assessing Language Model in Korean Cultural Contexthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2412.07251/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2412.07251/构建 KULTURE Bench 基准，用于评估语言模型在韩国文化语境下的理解与生成能力，填补文化敏感性评测空白。Fri, 16 Oct 2026 19:05:22 GMTarXivAtomic Proximal Policy Optimization for Electric Robo-Taxi Dispatch and Charger Allocationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.13392/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.13392/提出 Atomic PPO 方法，联合优化电动自动驾驶出租车的调度与充电桩分配，在动态供需与充电约束下提升运营效率。Fri, 16 Oct 2026 19:05:22 GMTarXivA self-learning framework for adaptive free-form pipe routing in aeroengineshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.03669/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.03669/提出一种面向航空发动机自由曲面管路布局的自学习框架，使路由策略能自适应优化复杂空间约束下的管路路径。Fri, 16 Oct 2026 19:05:22 GMTarXivTowards Reliable Long-Context Reasoning: Detecting Unanswerable Questions via FactGuardhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.05607/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.05607/提出FactGuard检测长上下文中的不可回答问题，以提升长上下文推理的可靠性与安全性。Fri, 16 Oct 2026 19:05:22 GMTarXivPanoDiff-SR: Synthesizing Dental Panoramic Radiographs using Diffusion and Super-resolutionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.09227/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.09227/提出结合扩散模型与超分辨率的PanoDiff-SR方法，用于合成高质量牙科全景X光片。Fri, 16 Oct 2026 19:05:22 GMTarXivAdaptive Duration Model for Text Speech Alignmenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.22612/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.22612/提出自适应时长模型改善文本与语音对齐，更好处理语音时长变化并提升对齐精度。Fri, 16 Oct 2026 19:05:22 GMTarXivAI Scientists for Building Virtual-Cell Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.02276/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.02276/探索利用AI科学家自动构建虚拟细胞模型，以加速细胞建模、机制发现与生物医学研究。Fri, 16 Oct 2026 19:05:22 GMTarXivUniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrievalhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.04136/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.04136/提出免训练的通用小样本细粒度视觉分类方法UniFGVC，利用属性感知多模态检索提升分类效果。Fri, 16 Oct 2026 19:05:22 GMTarXivUncovering Grounding IDs: How External Cues Shape Multi-Modal Bindinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.24072/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.24072/揭示外部线索如何通过“grounding IDs”塑造多模态绑定，为理解跨模态指代与定位机制提供新解释。Fri, 16 Oct 2026 19:05:22 GMTarXivMulti-task Neural Diffusion Processeshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.03419/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.03419/提出多任务神经扩散过程，统一建模多个任务中的不确定性并共享表示以提升预测性能。Fri, 16 Oct 2026 19:05:22 GMTarXivRAG4Tickets: AI-Powered Ticket Resolution via Retrieval-Augmented Generation on JIRA and GitHub Datahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.08667/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.08667/提出基于JIRA和GitHub数据检索增强的RAG4Tickets系统，以提升AI自动解决工单的准确性与效率。Fri, 16 Oct 2026 19:05:22 GMTarXivGraphCompliance: Structure-Aware Regulatory Compliance through Policy-Context Graph Alignmenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.26309/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.26309/提出 GraphCompliance，通过政策图与上下文图的结构对齐实现结构感知的监管合规分析，提高复杂场景下合规判断的准确性与可解释性。Fri, 16 Oct 2026 19:05:22 GMTarXivActive Learning of Fractional-Order Viscoelastic Model Parameters for Realistic Haptic Renderinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.00667/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.00667/将主动学习用于分数阶粘弹性模型参数估计，以更少采样实现更真实触觉渲染所需的参数拟合。Fri, 16 Oct 2026 19:05:22 GMTarXivScientific feedback reveals productive regimes beyond training conventionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.15756/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.15756/发现科学反馈能引导模型进入超越传统训练范式的更高产出区域，为科学发现与模型优化提供新路径。Fri, 16 Oct 2026 19:05:22 GMTarXivBenchmarking Code LLM-as-a-Judge via Constrained Perturbation and Calibrationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.20159/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.20159/提出通过约束扰动与校准来基准测试代码大模型裁判，揭示其可靠性问题并提升评判稳健性。Fri, 16 Oct 2026 19:05:22 GMTarXivChaosBench-Logic: A Benchmark for Logical and Symbolic Reasoning on Chaotic Dynamical Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.01982/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.01982/发布 ChaosBench-Logic 基准，用于测试模型对混沌动力系统进行逻辑与符号推理的能力，推动复杂动态系统理解与推理评估。Fri, 16 Oct 2026 19:05:22 GMTarXivImaging-anchored multiomics in cardiovascular disease: integrating cardiac imaging, bulk, single-cell, and spatial transcriptomicshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.07871/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.07871/综述或整合以心脏影像为锚点的多组学方法，融合 bulk、单细胞与空间转录组数据，以推进心血管疾病机制与精准诊疗研究。Fri, 16 Oct 2026 19:05:22 GMTarXivVDE Bench: Evaluating The Capability of Image Editing Models to Modify Visual Documentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.00122/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.00122/提出 VDE Bench 基准，系统评估图像编辑模型修改视觉文档（如文字、版式）的能力与不足。Fri, 16 Oct 2026 19:05:22 GMTarXivProduct Interaction: An Algebraic Formalism for Deep Learning Architectureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.02573/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.02573/提出用代数形式化“积交互”统一描述深度学习架构，为网络结构设计与分析提供可组合的理论框架。Fri, 16 Oct 2026 19:05:22 GMTarXivLanguage Models Struggle to Use Representations Learned In-Contexthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.04212/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.04212/发现语言模型虽能在上下文中学习表征，却难以在下游使用这些内部表征，揭示上下文学习与表征利用之间的差距。Fri, 16 Oct 2026 19:05:22 GMTarXivReText: Text Boosts Generalization in Image-Based Person Re-identificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.05785/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.05785/提出 ReText 利用文本信息增强基于图像的行人重识别泛化能力，表明文本可有效弥补视觉模型跨域泛化不足。Fri, 16 Oct 2026 19:05:22 GMTarXivJEPA-DNA: Grounding Genomic Foundation Models through Joint-Embedding Predictive Architectureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.17162/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.17162/提出 JEPA-DNA，将联合嵌入预测架构引入基因组基础模型，通过自监督预测潜在表示增强 DNA 序列建模的泛化与语义接地能力。Fri, 16 Oct 2026 19:05:22 GMTarXivOrchestrating LLM Agents for Scientific Research: A Pilot Study of Multiple Choice Question (MCQ) Generation and Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.18891/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.18891/通过编排多个 LLM 智能体生成与评估多选题的试点研究，展示智能体协作在科研题目生产与质量评估中的可行性与局限。Fri, 16 Oct 2026 19:05:22 GMTarXivRMBench: Memory-Dependent Robotic Manipulation Benchmark with Insights into Policy Designhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.01229/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.01229/提出依赖记忆的机器人操作基准 RMBench，并基于实验给出策略设计洞见，评估机器人在长时序或记忆依赖任务中的表现。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning Not To Interfere: Adapting Experts For Model Merginghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.13467/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.13467/提出让专家模型学习互不干扰的适配策略，以在模型合并中减少任务或专家间冲突并提升合并后性能。Fri, 16 Oct 2026 19:05:22 GMTarXivFrom Documents to Spans: Span-Centric Learning for LLM-based Explainable Medical Codinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.15270/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.15270/提出以文本片段为中心的 LLM 学习方法，将医学编码从文档级预测转为片段级证据定位，从而提升可解释医疗编码性能。Fri, 16 Oct 2026 19:05:22 GMTarXivBenchPreS: A Benchmark for Context-Aware Personalized Preference Selectivity of Persistent-Memory LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.16557/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.16557/提出 BenchPreS 基准，用于评估持久记忆大语言模型能否依据上下文选择性地遵循个性化偏好，揭示其在偏好选择与记忆使用上的不足。Fri, 16 Oct 2026 19:05:22 GMTarXivWhat Tracks Hard-Negative Transfer? A Study of Lexical and Semantic Signalshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.20990/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.20990/研究通过词汇与语义信号分析哪些因素决定难负例迁移效果，揭示难负例在检索或嵌入学习中的可迁移性线索。Fri, 16 Oct 2026 19:05:22 GMTarXivLLMON: An LLM-native Markup Language to Leverage Structure and Semantics at the LLM Interfacehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.22519/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.22519/提出大语言模型原生标记语言 LLMON，在 LLM 接口中显式利用结构与语义信息以提升交互与推理效果。Fri, 16 Oct 2026 19:05:22 GMTarXivOne Is Not Enough: How People Use Multiple AI Models in Everyday Lifehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.26107/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.26107/通过实证研究揭示人们日常会组合使用多个 AI 模型，并分析这种多模型使用模式背后的需求、策略与挑战。Fri, 16 Oct 2026 19:05:22 GMTarXivTowards Better Aligned LLM Judges for Radiology Report Evaluation across Modalities and Anatomieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.03376/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.03376/提出面向放射学报告评估的更对齐 LLM 评判方法，跨模态与解剖部位提升自动评价和临床专家判断的一致性。Fri, 16 Oct 2026 19:05:22 GMTarXivTensorDex: A Compact, Tensor-Centric Storage System for Modern AI Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.17104/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.17104/提出面向现代 AI 模型的紧凑张量中心存储系统 TensorDex，以优化模型张量存储、检索与加载效率。Fri, 16 Oct 2026 19:05:22 GMTarXivLanguage models recognize dropout and Gaussian noise applied to their activationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.17465/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.17465/发现语言模型能够识别施加在自身激活上的 dropout 与高斯噪声，揭示其对内部扰动具有一定可检测与表征能力。Fri, 16 Oct 2026 19:05:22 GMTarXivEmbodiedMidtrain: Bridging the Gap between Vision-Language Models and Vision-Language-Action Models via Mid-traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.20012/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.20012/提出 EmbodiedMidtrain 中间训练框架，弥合视觉语言模型与视觉语言动作模型之间的具身能力鸿沟。Fri, 16 Oct 2026 19:05:22 GMTarXivOn the Privacy of LLMs: An Ablation Studyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.02255/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.02255/通过消融实验系统分析大语言模型隐私泄露的关键影响因素，揭示模型与提示设置对隐私风险的作用。Fri, 16 Oct 2026 19:05:22 GMTarXivCRAFT: Forgetting-Aware Intervention-Based Adaptation for Continual Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.05732/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.05732/提出 CRAFT 持续学习方法，通过遗忘感知的干预式适配缓解灾难性遗忘并提升任务间知识保持。Fri, 16 Oct 2026 19:05:22 GMTarXivSelf-Programmed Execution for Language-Model Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.06898/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.06898/提出面向语言模型智能体的自编程执行框架，让模型生成并执行程序化计划以更可靠地完成复杂任务。Fri, 16 Oct 2026 19:05:22 GMTarXivPlan Before You Trade: Inference-Time Optimization for RL Trading Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12653/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12653/提出面向强化学习交易智能体的推理时优化方法，让智能体在交易前先规划，从而改善交易决策收益与稳健性。Fri, 16 Oct 2026 19:05:22 GMTarXivLanguage-Based Agent Controlhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12863/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12863/提出基于语言的智能体控制框架，将自然语言指令转化为可执行控制策略，以提升智能体交互与任务泛化能力。Fri, 16 Oct 2026 19:05:22 GMTarXivPREPING: Zero-Task Agent Memory Construction via Self-Practicehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.13880/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.13880/提出 PREPING，让智能体在无目标任务数据时通过自我练习构建可迁移记忆，从而提升后续任务表现。Fri, 16 Oct 2026 19:05:22 GMTarXivProspective multi-pathogen disease forecasting using autonomous LLM-guided tree searchhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.16238/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.16238/利用自主 LLM 引导的树搜索进行前瞻性多病原体疾病预测，提升对未来多种传染病暴发趋势的预测与情景探索能力。Fri, 16 Oct 2026 19:05:22 GMTarXivNeural Visual Decoding via Cognitive guided Adaptive Blurring and Information Constrained Alignmenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.16418/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.16418/提出结合认知引导自适应模糊与信息约束对齐的神经视觉解码方法，提升从脑信号重建视觉内容的一致性与保真度。Fri, 16 Oct 2026 19:05:22 GMTarXivBridging the Gap: Converting Read Text to Conversational Dialoguehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.18001/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.18001/提出将阅读文本转换为对话形式的任务与方法，以弥合书面材料与自然对话之间的表达差距并提升可交互性。Fri, 16 Oct 2026 19:05:22 GMTarXivAdapting the Interface, Not the Model: Runtime Harness Adaptation for Deterministic LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.22166/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.22166/提出运行时适配智能体接口而非修改模型，使确定性 LLM 智能体在环境与工具变化下仍能可靠执行任务。Fri, 16 Oct 2026 19:05:22 GMTarXivPathCal: State-Aware Reflection-Marker Calibration for Efficient Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.23074/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.23074/提出 PathCal，通过状态感知地校准反思标记来抑制无效反思，在保持推理准确率的同时提升推理效率并降低 token 消耗。Fri, 16 Oct 2026 19:05:22 GMTarXivChaosBench-Logic v2: Evaluating LLM Logical Reasoning over Dynamical Systems at Scalehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.24305/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.24305/构建大规模基准 ChaosBench-Logic v2，系统评估大语言模型在动力系统上的逻辑推理能力并揭示其局限。Fri, 16 Oct 2026 19:05:22 GMTarXivHarness-Bench: Evaluating Agent Harnesses across Models and Realistic Workflowshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.27922/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.27922/构建 Harness-Bench 基准，系统评估不同模型与真实工作流下智能体 harness 对任务性能、可靠性和成本的影响。Fri, 16 Oct 2026 19:05:22 GMTarXivLLMSurgeon: Diagnosing Data Mixture of Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.30348/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.30348/提出 LLMSurgeon 框架，用于诊断大语言模型的数据混合组成，从而提升训练数据透明度与模型审计能力。Fri, 16 Oct 2026 19:05:22 GMTarXivKACE: Knowledge-Adaptive Context Engineering for Mathematical Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00532/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00532/提出知识自适应上下文工程 KACE，根据模型数学知识掌握程度动态构造与选择上下文，从而提升数学推理效果并减少无效提示。Fri, 16 Oct 2026 19:05:22 GMTarXivMoment-Video: Diagnosing Temporal Fidelity of Video MLLMs on Momentary Visual Eventshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.02522/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.02522/提出Moment-Video诊断基准，评估视频多模态大模型对瞬时视觉事件的时间保真度，揭示其在细粒度时序理解上的不足。Fri, 16 Oct 2026 19:05:22 GMTarXivRethinking Calibration for High-Sparsity LLM Pruning: From Single Sources to Capability Coveragehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.03328/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.03328/重新审视高稀疏LLM剪枝中的校准，提出从单一校准源转向能力覆盖的校准策略，以减少剪枝后的能力偏置与退化。Fri, 16 Oct 2026 19:05:22 GMTarXivSecureClaw: Clawing Back Control of LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.09549/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.09549/提出SecureClaw，通过安全约束与权限控制帮助重新掌控LLM智能体，防止其被恶意指令劫持或执行危险操作。Fri, 16 Oct 2026 19:05:22 GMTarXivEvoFlux: Inference-Time Evolution of Executable Tool Workflows for Compact Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.12674/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.12674/提出 EvoFlux，在推理时演化可执行工具工作流，使紧凑智能体无需训练即可通过搜索与变异提升复杂工具调用任务表现。Fri, 16 Oct 2026 19:05:22 GMTarXivLLM-as-an-Investigator: Evidence-First Agentic Reasoning for Robust Interactive Problem Diagnosishttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.13220/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.13220/提出 LLM-as-an-Investigator 框架，以证据优先的智能体推理实现稳健的交互式问题诊断。Fri, 16 Oct 2026 19:05:22 GMTarXivANEForge: Python for direct computation on the Apple Neural Enginehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.17090/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.17090/推出ANEForge，让开发者可用Python直接在Apple神经引擎上执行计算，绕过常规框架限制并释放端侧加速能力。Fri, 16 Oct 2026 19:05:22 GMTarXivVOiLA: Vectorized Online Planning with Learned Diffusion Models for POMDP Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.19729/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.19729/提出VOiLA，将学习到的扩散模型与向量化在线规划结合，用于POMDP智能体在不确定环境中的高效决策。Fri, 16 Oct 2026 19:05:22 GMTarXivMulti-Agent Transactive Memoryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.19911/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.19911/提出多智能体交互记忆机制，使多个 LLM 智能体能够共享、组织并调用分布式知识以增强协作。Fri, 16 Oct 2026 19:05:22 GMTarXivSymbolic Mechanistic Data Attribution: Tracing Training Influence to Learned Behavioral Policieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29171/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29171/提出符号化机制数据归因方法，将模型学到的行为策略追溯到具体训练样本的影响，解释训练数据如何塑造策略。Fri, 16 Oct 2026 19:05:22 GMTarXivStabilizing Extrapolation in Looped Transformers via Learned Stochastic Stoppinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29983/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29983/提出可学习的随机停止机制，让循环Transformer自适应决定迭代步数，从而稳定对更长序列或更高复杂度的外推。Fri, 16 Oct 2026 19:05:22 GMTarXivWords Speak Louder Than Code: Investigating Cognitive Heuristics in LLM-Based Code Vulnerability Detectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.30587/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.30587/发现基于LLM的代码漏洞检测更易受注释、命名等文字线索的认知启发式影响，而非真正依赖代码结构与语义。Fri, 16 Oct 2026 19:05:22 GMTarXivVolition Elicitation: Operational Semantics for People and Their Machineshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.14138/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.14138/提出“意志诱发”的操作语义框架，形式化描述人与机器系统中意图表达、选择协调与执行过程，以更好获取并响应人类意志。Fri, 16 Oct 2026 19:05:22 GMTarXivDon't Regenerate, Debug: A Domain-Specific Agent for Repairing Near-Miss Accelerator Kernelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.02712/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.02712/提出面向加速器内核的领域专用代理，通过调试而非重新生成来修复接近正确的内核，从而提升硬件加速代码修复的效率与正确性。Fri, 16 Oct 2026 19:05:22 GMTarXivValueFormer: Stage-Aware Value Labels for Online Failure Detection and VLA Post-Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.02958/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.02958/提出 ValueFormer，利用阶段感知价值标签进行在线故障检测与 VLA 后训练，提升机器人策略的失败预警和持续改进能力。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen Do LLMs Apply the Wrong Law? Diagnosing LLM Failures in Temporal Legal Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.14610/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.14610/系统诊断 LLM 在时间法律推理中错误适用法律的条件与失败模式，揭示时间版本冲突带来的推理缺陷。Fri, 16 Oct 2026 19:05:22 GMTarXivICON decomposition: Multivariate concept auditing reveals shortcuts that neural networks rely onhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.26083/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.26083/提出 ICON 分解进行多变量概念审计，揭示神经网络依赖的捷径特征，为模型可解释性与鲁棒性诊断提供新工具。Fri, 16 Oct 2026 19:05:22 GMTarXivINTERVenE: Temporal-Abstraction-Interval Based Transformers for Short-Horizon Medical Event Predictionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.29901/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.29901/提出 INTERVenE，用时间抽象区间建模的 Transformer 进行短时程医疗事件预测，提升临床事件预警的时序建模与预测性能。Fri, 16 Oct 2026 19:05:22 GMTarXivTail-Replay: Escaping the Curse of Linear Attention in Prefix Caching for Hybrid LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.30310/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.30310/提出 Tail-Replay 机制缓解混合 LLM 中线性注意力在前缀缓存下的性能诅咒，通过重放尾部 token 恢复长上下文缓存精度与效率。Fri, 16 Oct 2026 19:05:22 GMTarXivBLOOM-WILT: Logit Tilting for Behaviour Elicitation in Automated LLM Auditinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.31105/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.31105/提出 BLOOM-WILT，通过 logit 倾斜在自动 LLM 审计中更有效地诱发目标行为。Fri, 16 Oct 2026 19:05:22 GMTarXivFrom Simulated Citizens to Simulated Deliberation: Challenges in Representation and Interactionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.07573/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.07573/指出从模拟公民走向模拟审议时在代表性与交互方面的核心挑战，为更可信的 LLM 社会模拟确立关键议题。Fri, 16 Oct 2026 19:05:22 GMTarXivTraining-Free Task Vectors for LLM Behavioral Controlhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.09054/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.09054/提出无需训练的任务向量方法，通过激活空间方向调控 LLM 行为，实现高效且可组合的模型行为控制。Fri, 16 Oct 2026 19:05:22 GMTarXivJev for Scientific Decisions: Evaluating Semantic Choices and Their Consequenceshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.24965/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.24965/提出 Jev 框架评估科学决策中的语义选择及其后果，揭示不同语义建模方式如何系统性影响科学结论与决策质量。Fri, 16 Oct 2026 19:05:22 GMTarXivTruth for Believable AI: Expressed Doubt, Provenance, and Belief Revision as an Engineerable Stancehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.26035/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.26035/主张将表达怀疑、来源溯源和信念修正作为可工程化的 AI 立场，以构建更真实可信、可校准的 AI 系统。Fri, 16 Oct 2026 19:05:22 GMTarXivWitness Overlap: Directional Provenance Inside Open-Weight Model Familieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.31784/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.31784/提出 Witness Overlap，通过见证重叠刻画开放权重模型家族内部的方向性来源与衍生关系。Fri, 16 Oct 2026 19:05:22 GMTarXivRICE-Alpha: Reliability-Informed Correction with Event Graphs for LLM-Agent Stock Forecastinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.34004/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.34004/提出 RICE-Alpha，利用事件图和可靠性感知校正增强 LLM 智能体的股票预测，在不确定市场中提升预测稳健性。Fri, 16 Oct 2026 19:05:22 GMTarXivAsynchrony Is Nearly Free for Evolution Strategies on Long-Horizon LLM Agentic Taskshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04196/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04196/发现异步并行对长时程 LLM 智能体任务中的进化策略几乎不损失性能，可近似免费地提升扩展效率。Fri, 16 Oct 2026 19:05:22 GMTarXivMinimal Witness Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07226/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07226/提出最小见证强化学习，用最小充分见证信号驱动策略学习，在稀疏奖励场景下提升样本效率与学习可信度。Fri, 16 Oct 2026 19:05:22 GMTarXivSCOPE: Certified Theorem Proving with a Language Model as the Policy Plannerhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.08319/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.08319/提出 SCOPE，将语言模型作为策略规划器与可验证证书结合，实现可认证的定理证明流程。Fri, 16 Oct 2026 19:05:22 GMTarXivPredict Before You Modify: Learning Improvement Dynamics for Self-Evolving Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.13991/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.13991/提出让自演化智能体在修改自身前先预测改进动态的方法，从而更有效地选择修改策略并提升自我改进的稳定性与收益。Fri, 16 Oct 2026 19:05:22 GMTarXivEV-JEPA: Elastic V-JEPA for Any Device and Cross-Device Inferencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.14324/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.14324/提出 EV-JEPA，通过弹性子网络与跨设备协作推理让 V-JEPA 能适配任意设备资源并保持高效表示能力。Fri, 16 Oct 2026 19:05:22 GMTarXivLimitations on Autoregressive Token Generation via Sequential Samplinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.14615/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.14615/本文从序列采样角度揭示了自回归逐 token 生成的内在理论局限，表明某些分布或生成目标无法仅靠调整采样策略来克服。Fri, 16 Oct 2026 19:05:22 GMTarXivSelf-improving data synthesis enables scalable adaptation of embedding modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.14730/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.14730/提出自改进数据合成方法，使嵌入模型无需大量人工标注即可可扩展地适配新领域与任务，提升下游检索与嵌入效果。Fri, 16 Oct 2026 19:05:22 GMTarXivAlphaRLM: Aligning Language Models for Literature-Grounded Symbolic Factor Discoveryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.14959/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.14959/提出 AlphaRLM，通过对齐语言模型实现以文献为依据的符号因子发现，提升从科学文献中自动提取可解释因子的能力。Fri, 16 Oct 2026 19:05:22 GMTarXivDeep Learning-based Semantic Segmentation of Dental Radiographs: Comparative Evaluation of PSPNet, DeepLabv3, UNet, and UNet++https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.15061/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.15061/对 PSPNet、DeepLabv3、UNet 和 UNet++ 在牙科放射影像语义分割任务中进行对比评估，为模型选型和临床辅助应用提供实证依据。Fri, 16 Oct 2026 19:05:22 GMTarXivWorld Modeling through Spectral Alignmenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.15429/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.15429/提出通过谱对齐进行世界建模，使潜在动态表示与频域结构保持一致，从而改善环境预测和规划。Fri, 16 Oct 2026 19:05:22 GMTarXivRAP-WAM: Learning World-Action Models through Predictive Rehearsal and Action Perturbationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.16443/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.16443/提出 RAP-WAM，通过预测性预演与动作扰动学习世界-动作模型，以提升长时程决策中的规划鲁棒性与泛化能力。Fri, 16 Oct 2026 19:05:22 GMTarXivLIBERO-Industry: Benchmarking Robotic Manipulation under Industrial Process Constraintshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.16782/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.16782/提出 LIBERO-Industry 基准，用于在工业过程约束下评测机器人操作能力。Fri, 16 Oct 2026 19:05:22 GMTarXivReTerm: Recovery Training for Self-Improving Terminal Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18484/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18484/提出 ReTerm 恢复训练方法，使终端智能体能够从失败中自我改进并提升任务完成能力。Fri, 16 Oct 2026 19:05:22 GMTarXivDexMimic: A Generalist Dexterous Hand-Object Tracking Policy via Value-Guided Reset Allocationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.19089/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.19089/提出 DexMimic，通过价值引导的重置分配学习通用灵巧手-物体跟踪策略，提升复杂手物交互中的跟踪成功率与泛化能力。Fri, 16 Oct 2026 19:05:22 GMTarXivWhy Do Agent Teams Fail Across Boundaries? A Failure Taxonomy for Agent-to-Agent Systems with Private Stateshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.19342/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.19342/提出面向具有私有状态智能体系统的失败分类法，揭示跨边界协作失败主要来自私有信息不对称与协调机制缺失。Fri, 16 Oct 2026 19:05:22 GMTarXivFrame Evidence:A Benchmark for Reference Frames and Visual Evidence in Multi-Image Spatial Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.19564/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.19564/构建 Frame Evidence 基准，专门评估多图像空间推理中的参考系选择与视觉证据使用，暴露当前多模态模型在空间理解上的关键短板。Fri, 16 Oct 2026 19:05:22 GMTarXivWhat Coding Agents Leave Unsaid: Measuring Task-State Gaps Between Execution and Reportshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20003/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20003/提出测量编码智能体执行与报告之间任务状态差距的方法，揭示其在执行过程中未说出的关键信息。Fri, 16 Oct 2026 19:05:22 GMTarXivSWE-Nexus: Automated Composition of Software Engineering Tasks from Test Executionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20038/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20038/提出 SWE-Nexus，利用真实测试执行自动组合软件工程任务，为代码智能体评估与训练提供更贴近开发流程的可执行任务。Fri, 16 Oct 2026 19:05:22 GMTarXivRetrieval Over Training: Similarity search-based Model Selection for Time Series Anomaly Detectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20243/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20243/提出基于相似性检索的模型选择策略，在时间序列异常检测中无需逐序列训练即可动态挑选合适模型，并在性能或效率上优于训练式选择。Fri, 16 Oct 2026 19:05:22 GMTarXivAnalyzing performance of Retrieval Augmented Generation models for Question Answering Taskshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20419/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20419/系统分析检索增强生成模型在问答任务中的表现，揭示检索质量、生成模型选择与提示配置对最终问答性能的关键影响。Fri, 16 Oct 2026 19:05:22 GMTarXivHindsight-Privileged RLVR: Single-Rollout Token Credit Without Group Samplinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20497/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20497/提出 Hindsight-Privileged RLVR，通过事后特权信息在无需组采样的单次 rollout 中完成 token 级信用分配，显著提升可验证奖励强化学习的训练效率。Fri, 16 Oct 2026 19:05:22 GMTarXivCo-Evolving Acting and Forecasting for Language Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20597/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20597/提出语言智能体的行动与预测协同演化框架，使智能体在交互中同时提升决策和未来预测能力。Fri, 16 Oct 2026 19:05:22 GMTarXivReal-time Chatbot Romance Scam Detection in Stage Classificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20631/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20631/面向聊天机器人恋爱诈骗，提出实时分阶段分类检测方法，将诈骗过程建模为阶段识别以及早发现和干预风险对话。Fri, 16 Oct 2026 19:05:22 GMTarXivExploring the Design Space of Permutation Diffusion LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20635/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20635/系统探索排列扩散大语言模型的设计空间，分析不同排列与扩散策略对生成质量和训练动态的影响，并为后续架构选择提供指导。Fri, 16 Oct 2026 19:05:22 GMTarXivCoTS: Competitive Token Selection for Latent Reasoning in Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20642/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20642/提出 CoTS 竞争式 token 选择方法，通过在潜空间推理中筛选高竞争性 token 来提升大语言模型的推理表现与效率。Fri, 16 Oct 2026 19:05:22 GMTarXivThe World Won't Wait: Evaluating and Teaching Agents Under a Live Clockhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20665/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20665/本文关注智能体在真实时间不断流逝的环境中的评估与教学，指出忽略实时时钟会使基准评估失真，并提出了在动态截止时间下评估和训练智能体的方法。Fri, 16 Oct 2026 19:05:22 GMTarXivEvaluating Model Capabilities After Benchmark Saturationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20667/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20667/探讨基准饱和后如何继续评估模型能力，并提出超越饱和基准的新评测思路。Fri, 16 Oct 2026 19:05:22 GMTarXivValue-Informed Schedule Trimming for Accelerated Sequential Monte Carlo Guidance in Discrete Diffusionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20669/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20669/提出价值信息驱动的调度裁剪方法，加速离散扩散模型中基于序贯蒙特卡洛的引导采样。Fri, 16 Oct 2026 19:05:22 GMTarXivAlphaDiana: A Measurement System for Agents in Verifiable Reasoning Taskshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20675/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20675/提出AlphaDiana，用于在可验证推理任务中系统评测智能体能力并诊断其表现。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen Correctness Feedback Erases Evidence: Phase-Separated Completeness Auditing in Verushttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20676/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20676/揭示Verus中正确性反馈可能抹除完整性证据的问题，并提出阶段分离的审计方法来保留并检查证明完整性。Fri, 16 Oct 2026 19:05:22 GMTarXivCounterfactual Neighborhood Risk Fields: Evidence-Grounded Selective Safety for Vision-Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20679/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20679/提出反事实邻域风险场，为视觉语言模型提供基于证据的选择性安全机制，以在不确定或高风险样本上更可靠地防护。Fri, 16 Oct 2026 19:05:22 GMTarXivIneqAgent: Agentic Inequality Proving in Lean with Symbolic Computationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20681/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20681/提出IneqAgent，将符号计算与智能体方法结合，在Lean中自动完成不等式证明。Fri, 16 Oct 2026 19:05:22 GMTarXivL2G-SR: Learning to Guide LLM-based Symbolic Regressionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20685/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20685/提出L2G-SR，通过学习引导LLM的符号回归搜索过程，从而更高效、准确地发现符号表达式。Fri, 16 Oct 2026 19:05:22 GMTarXivOpen Benchmark of AI Impact on Humans (ImpactBench): an expert-guided, open platform for the holistic evaluation of AI impact on humanshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20690/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20690/发布 ImpactBench，一个专家引导、开放的平台，用于从整体和多维度评估人工智能对人类的影响。Fri, 16 Oct 2026 19:05:22 GMTarXivWorldCast: Exploring Intelligent Visual Generation in World State Predictionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20731/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20731/提出 WorldCast，探索以智能视觉生成进行世界状态预测，推动生成模型用于未来状态建模与预测。Fri, 16 Oct 2026 19:05:22 GMTarXivInterpreting Language Model Parametershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20748/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20748/对语言模型参数进行解释性研究，揭示参数中编码的语言结构与功能分工，为理解语言模型内部机制提供依据。Fri, 16 Oct 2026 19:05:22 GMTarXivOptimal Hydra: Model Heterogeneous Federated Learning for LLMs using Data-Informed Hydra-Netshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20753/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20753/提出 Optimal Hydra，利用数据驱动的 Hydra-Nets 实现面向大语言模型的模型异构联邦学习，在异构客户端间提升协作效果。Fri, 16 Oct 2026 19:05:22 GMTarXivReference-Guided Turn-Taking Style Transfer for Full-Duplex Spoken Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20763/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20763/提出参考引导的轮次转换风格迁移方法，使全双工语音语言模型能够按参考对话风格控制插话与轮换行为。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen Reality Outpaces Cognition: A New Scaling Principle for Reliable Intelligencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20764/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20764/提出一种新的智能扩展原则，强调当现实变化速度超过认知能力时，可靠智能需依据现实与认知差距进行扩展和校准。Fri, 16 Oct 2026 19:05:22 GMTarXivINFUSE: A Unified Surface Benchmark for Indirect Prompt Injection in Agentic Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20776/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20776/提出 INFUSE，一个用于智能体系统中间接提示注入的统一表面基准，可系统评估攻击面、漏洞与防御效果。Fri, 16 Oct 2026 19:05:22 GMTarXivVerdict: Encode Once, Decide Manyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20778/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20778/提出 Verdict 框架，以“一次编码、多次决策”的方式复用表示，从而高效支持多种下游判断任务。Fri, 16 Oct 2026 19:05:22 GMTarXivARIA: Runtime Inspection and Amendment for Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20780/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20780/提出ARIA，在多智能体系统运行时对其行为与通信进行检查和修正，以提升系统的可靠性、安全性与可控性。Fri, 16 Oct 2026 19:05:22 GMTarXivReasonUni: Reasoning-Augmented Reconstruction Advances Unified Multimodal Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20781/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20781/提出 ReasonUni，通过推理增强的重建目标推进统一多模态模型，在理解与生成任务上实现协同提升。Fri, 16 Oct 2026 19:05:22 GMTarXivOpen-world AI: a Tale of Three Requirementshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20782/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20782/文章以“三项要求”为框架刻画开放世界AI的核心挑战，主张可靠智能体必须同时应对未知情境、持续变化与目标开放等关键需求。Fri, 16 Oct 2026 19:05:22 GMTarXivEvolvingBrain: An Adaptive Skill System for Multi-modal Agents Self-Evolution in Open Worldshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20786/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20786/提出 EvolvingBrain 自适应技能系统，使多模态智能体能在开放世界中通过技能自演化持续适应新任务与环境。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen Reasoning Traces Conflict with Evidence: How Answer Configuration Shapes Evidence Followinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20805/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20805/发现当推理轨迹与证据冲突时，答案配置方式会显著影响模型是否遵循证据，揭示证据跟随行为受输出结构调节。Fri, 16 Oct 2026 19:05:22 GMTarXivA Self-Improving Agent that Grows its Own DSL: Oracle-Free Operator Induction for Exact Question Answeringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20809/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20809/提出无需外部 oracle 的自改进智能体，通过自主归纳 DSL 算子来支持精确问答并持续扩展自身能力。Fri, 16 Oct 2026 19:05:22 GMTarXivTemporal Specification Guidance for Text-to-Video Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20822/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20822/提出时间规范引导的文本到视频生成方法，将时间约束融入生成过程以增强视频时序一致性和文本遵循。Fri, 16 Oct 2026 19:05:22 GMTarXivWolof-Adapted Industry-Ready Open-Weight Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20824/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20824/构建了适配沃洛夫语、面向产业部署的开放权重语言模型，提升了这一低资源语言的可用性与实际应用能力。Fri, 16 Oct 2026 19:05:22 GMTarXivCoTranslator: Reverse to Forward Chain-of-Thought Translator for Reasoning Distillationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20828/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20828/提出 CoTranslator，将逆向思维链翻译为正向思维链，从而提升推理蒸馏中教师推理轨迹的可学习性与学生模型推理表现。Fri, 16 Oct 2026 19:05:22 GMTarXivAmortizing Sequential Experimental Design in Reasoning LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20832/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20832/提出在推理大语言模型中摊销序贯实验设计的方法，以降低重复优化成本并提升实验决策效率。Fri, 16 Oct 2026 19:05:22 GMTarXivConfidence-Calibrated Inference Expansion for Evaluator-Guided Test-Time Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20836/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20836/提出置信度校准的推理扩展策略，在评估器引导的测试时推理中动态控制路径扩展，以提升推理准确率与效率。Fri, 16 Oct 2026 19:05:22 GMTarXivEvolving Together, Failing Apart: The Skill-Policy Co-evolution Trap in Self-Improving Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20845/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20845/揭示自改进智能体中技能与策略协同演化存在的“共同进化、分别失败”陷阱，指出二者失配会导致性能退化。Fri, 16 Oct 2026 19:05:22 GMTarXivProbing Negation Understanding in Vision-Language Models With Object Attentionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20852/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20852/利用物体注意力探针分析视觉语言模型对否定的理解，揭示其注意力机制中的不足。Fri, 16 Oct 2026 19:05:22 GMTarXivSHRED: Self-Play for Heterogeneous Road-Users without Expert Demonstrationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20866/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20866/提出 SHRED 自博弈框架，无需专家示范即可学习异构道路参与者之间的交互策略。Fri, 16 Oct 2026 19:05:22 GMTarXivAnticipatory Commonsense with Moving Objects: An ASP-Based Framework for Predictive Reasoning with Interacting Trajectorieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20867/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20867/提出基于答案集编程的预期常识推理框架，能对运动物体交互轨迹进行预测性推理，判断动态场景中合理的事件走向。Fri, 16 Oct 2026 19:05:22 GMTarXivWrong Votes, Right Gradients: Why Majority-Vote Rewards Track Verifiable RLhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20898/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20898/揭示多数投票奖励虽可能包含错误投票，却能提供与可验证强化学习目标一致的梯度，从而解释其有效性。Fri, 16 Oct 2026 19:05:22 GMTarXivTGrasp6D: Task-Informed Vision-Language Priors and Pose Refinement enable Zero-Shot Task-Oriented 6DoF Graspinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20901/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20901/提出 TGrasp6D，融合任务感知的视觉语言先验与姿态细化，实现零样本任务导向的 6 自由度抓取。Fri, 16 Oct 2026 19:05:22 GMTarXivReplicable Dueling Banditshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20908/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20908/将可复现性引入对决老虎机，设计在偏好反馈下能以高概率复现同一最优臂选择的方法。Fri, 16 Oct 2026 19:05:22 GMTarXivForecast lead time and the timing of crew deployment for weather-driven power outages using AI weather modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20918/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20918/利用 AI 天气模型研究预报提前期如何影响天气驱动停电事件中抢修队伍的部署时机。Fri, 16 Oct 2026 19:05:22 GMTarXivA Multi-Tiered AI Accessibility Model (MAIAM): Proportionate Access and Capability Limits for Comprehensive Frontier AI Safetyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20921/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20921/提出多层级 AI 可访问性模型 MAIAM，通过按比例开放访问并设置能力上限，为前沿 AI 安全提供分级治理框架。Fri, 16 Oct 2026 19:05:22 GMTarXivDefining and Generating Compositional Structurehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20922/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20922/给出“组合结构”的形式化定义并开发生成方法，为刻画和构建具有组合泛化性质的系统提供基础。Fri, 16 Oct 2026 19:05:22 GMTarXivSkillNEO: Non-Elitist Evolutionary Optimization of Agent Skillshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20926/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20926/提出非精英式进化优化框架 SkillNEO，通过保留非精英候选来提升智能体技能优化的探索性与泛化能力。Fri, 16 Oct 2026 19:05:22 GMTarXivRAC: A Relational Agent Contract for Constraint-Governed Engineering Taskshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20935/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20935/提出关系型智能体契约 RAC，为受约束工程任务提供约束治理与智能体协作规范。Fri, 16 Oct 2026 19:05:22 GMTarXivMAI-Gym: An Open All-in-One Platform for GUI Agent Evaluation and RL Training across Mobile and Computer Environmentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20939/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20939/发布 MAI-Gym，一个覆盖移动端与电脑环境的开放一体化平台，用于 GUI 智能体评测与强化学习训练。Fri, 16 Oct 2026 19:05:22 GMTarXivScrewtape: Adversarial Transcript Editing for Monitor Red-Teaminghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20941/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20941/提出 Screwtape，利用对抗性转录编辑对监控器进行红队测试以暴露其漏洞。Fri, 16 Oct 2026 19:05:22 GMTarXivLEV: Thinking Fast and Deep with Looped Decision Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20951/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20951/提出 LEV 循环决策模型，在快速与深度思考之间取得平衡，以提升复杂决策的推理效率与质量。Fri, 16 Oct 2026 19:05:22 GMTarXivSame Context, Different Agents: A Behavioral Study of Semantic Layers, Orchestration and Compaction in Data Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20959/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20959/通过行为研究揭示相同上下文下不同数据智能体在语义层、编排与压缩策略上的差异及其影响。Fri, 16 Oct 2026 19:05:22 GMTarXivStepSafe: Learning Timely Intervention with Context-Aware Safety Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20960/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20960/提出 StepSafe，通过上下文感知的安全推理学习及时干预，提升智能体执行过程中的安全性。Fri, 16 Oct 2026 19:05:22 GMTarXivMSP: Modality Self-Play for Training Multimodal LLMs Without Paired Cross-Modal Datahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20965/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20965/提出模态自博弈 MSP，使多模态大模型无需成对跨模态数据即可训练，缓解配对数据依赖。Fri, 16 Oct 2026 19:05:22 GMTarXivSOMA: Stack-of-Objects Manipulation using a Quadruped Robothttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20968/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20968/提出 SOMA 框架，使四足机器人能够完成堆叠物体的操作任务。Fri, 16 Oct 2026 19:05:22 GMTarXivHow to Train Your Little Dragon: Teaching a Small Language Model to Construct and Refine GPU Optimization Scriptshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20980/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20980/展示如何训练小型语言模型构造与迭代优化 GPU 优化脚本，为低资源场景下的性能调优提供可行方案。Fri, 16 Oct 2026 19:05:22 GMTarXivEigDiff: Eigensample Diffusion - or how to significantly reduce training dataset size with marginal performance variation?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20999/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.20999/EigDiff 提出基于特征样本扩散的数据集压缩方法，在大幅减少训练样本量时仅带来轻微性能波动。Fri, 16 Oct 2026 19:05:22 GMTarXivDeep Reinforcement Learning for HPC Job Scheduling: A Statistical Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21008/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21008/对深度强化学习用于 HPC 作业调度进行统计评估，系统比较其性能、稳定性与适用边界。Fri, 16 Oct 2026 19:05:22 GMTarXivFailure Is the Mother of Success: Recovering Supervision with Grounding Hindsighthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21018/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21018/提出 Grounding Hindsight 方法，从失败轨迹中回收可定位的监督信号，将失败转化为训练增益。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning to Read Out: Unembedding Dynamics in Language Model Pretraininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21025/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21025/分析语言模型预训练中反嵌入与读出层的动态变化，揭示其如何从表征中“学会读出”并影响下游行为。Fri, 16 Oct 2026 19:05:22 GMTarXivSCARCE: Emergent Institutions in Long-Horizon Multi-Agent Coding Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21029/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21029/SCARCE 研究长时程多智能体编码系统中自发形成的制度与规范，揭示协作代码生成中的涌现治理机制。Fri, 16 Oct 2026 19:05:22 GMTarXivRecursive Reward Improvement via Adversarial Meta-Prompt Evolutionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21040/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21040/提出通过对抗式元提示演化递归改进奖励模型的方法，以提升奖励信号质量与对齐效果。Fri, 16 Oct 2026 19:05:22 GMTarXivReviewPilot: A Multi-Agent System for Screening and Data Extraction in Systematic Reviewshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21042/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21042/ReviewPilot 用多智能体系统自动化系统综述中的文献筛选与数据提取，提升评审效率并减少人工负担。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning When to Withdraw: Curriculum Coverage and Rule-Specific Failures in Fine-Tuned Language Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21045/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21045/通过分析课程覆盖与规则特定失败，揭示微调语言智能体何时应退出或弃权，并给出相应学习机制。Fri, 16 Oct 2026 19:05:22 GMTarXivPremiseCheck: Efficient Fact-Checking of Human and AI Peer Reviewshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21046/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21046/PremiseCheck 面向人类与 AI 同行评审，提供高效的前提事实核查，以识别评审中不准确或未经支持的论断。Fri, 16 Oct 2026 19:05:22 GMTarXivAthanor: An Agent-Native System for Autonomous Post-Training Researchhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21055/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21055/提出 Athanor——一个面向智能体原生的系统，用于自主完成后训练研究中的实验设计、执行与分析，推动研究自动化。Fri, 16 Oct 2026 19:05:22 GMTarXivBellman-Consistent Trajectory RL for LLM Arithmetic Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21060/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21060/提出贝尔曼一致的轨迹强化学习方法，提升大语言模型在算术推理中的多步决策与答案正确性。Fri, 16 Oct 2026 19:05:22 GMTarXivApprove What, Exactly? Effect Binding and Trusted Rendering for Agent Step-Up Authorizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21063/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21063/指出代理升级授权必须将用户批准绑定到具体效果，并通过可信渲染防止批准内容被篡改或误解。Fri, 16 Oct 2026 19:05:22 GMTarXivOmicsBench: a long-horizon multi-turn benchmark of AI agents on research-study-scale bioinformaticshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21074/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21074/提出OmicsBench，面向研究级生物信息学的长时程多轮基准，评估AI智能体在真实组学分析流程中的能力。Fri, 16 Oct 2026 19:05:22 GMTarXivSci$\Pi$vot: Benchmarking Principal-Investigator Judgment at Pivotal Moments of Scientific AutoResearch Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21082/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21082/提出SciΠvot基准，评估科学自动研究智能体在关键转折点上模拟首席研究员判断的能力。Fri, 16 Oct 2026 19:05:22 GMTarXivA Jury, Not an Electorate: Label-Free Reliability Estimation for Ensembles of Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21085/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21085/提出一种无标签的“陪审团”式可靠性估计方法，用于语言模型集成，在缺少标注时更准确地筛选可信模型与答案。Fri, 16 Oct 2026 19:05:22 GMTarXivSIEVE: Overcoming Topological Obstruction in Equivariant Self-Supervised Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21087/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21087/SIEVE 针对等变自监督学习中的拓扑障碍提出解决方案，从而提升等变表征学习的有效性与稳定性。Fri, 16 Oct 2026 19:05:22 GMTarXivProbe-and-Resume: When and How to Evaluate Agent Executionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21088/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21088/提出Probe-and-Resume框架，在智能体执行过程中按需探测并恢复评估，以降低开销并定位关键评估时机。Fri, 16 Oct 2026 19:05:22 GMTarXivMemComposer: Learning to Assemble Memories for LLM Agents via Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21091/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21091/提出MemComposer，通过强化学习让LLM智能体学习组装与组合记忆，从而提高记忆利用效率和任务表现。Fri, 16 Oct 2026 19:05:22 GMTarXivToolBottleneckBench: Measuring Tool-Agent Performance under Controlled Pressures and Fixed Harness Budgetshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21098/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21098/提出 ToolBottleneckBench，在受控压力与固定工具调用预算下测量工具智能体性能并定位瓶颈。Fri, 16 Oct 2026 19:05:22 GMTarXivPlanning Commitment of LLM under Partial Observabilityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21108/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21108/研究部分可观测条件下LLM的规划承诺行为，分析其何时坚持原计划以及何时调整规划。Fri, 16 Oct 2026 19:05:22 GMTarXivKolab: Benchmarking Human-Agent Collaboration in Long-Horizon Workflowshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21109/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21109/提出Kolab基准，用于评估人机协作在长时程工作流中的表现并揭示协作瓶颈与能力边界。Fri, 16 Oct 2026 19:05:22 GMTarXivSSR: Structural Signal Retriever for Scalable Agent Discovery in LLM-Orchestrated Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21113/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21113/提出 SSR，利用结构信号检索实现 LLM 编排多智能体系统中的可扩展智能体发现。Fri, 16 Oct 2026 19:05:22 GMTarXivDST-Net: Decomposed Spatio-Temporal Network for Time Series Forecastinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21123/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21123/提出 DST-Net，通过分解时空结构提升时间序列预测性能。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen Judges Agree and Are Wrong: Consistency-Accuracy Dissociation as a Blind Spot for Label-Free Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21128/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21128/指出无标签评估中评判者一致性可能与准确率脱钩，使一致但错误的判断成为盲点。Fri, 16 Oct 2026 19:05:22 GMTarXivStronger Judges Do Not See More: Deployment-Integrity Blindness in LLM Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21135/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21135/发现更强的 LLM 评判者并不一定更能识别部署完整性问题，揭示评估中的部署完整性盲区。Fri, 16 Oct 2026 19:05:22 GMTarXivOnBodyAI - Why the Next AI Needs a Bodyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21137/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21137/论证下一代 AI 需要具身身体，才能通过真实世界感知与行动获得更完整的智能。Fri, 16 Oct 2026 19:05:22 GMTarXivCleanRM: Reward Modeling from Noisy Feedback with a Few Clean Feedback for RLHFhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21138/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21138/提出CleanRM，在少量干净反馈辅助下从噪声反馈中学习奖励模型，提升RLHF奖励建模的鲁棒性。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen is a better LLM worth paying for? Stochastic Optimization with Switching Mixed-Fidelity Oracleshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21139/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21139/研究在可切换混合保真度 oracle 下何时值得为更强 LLM 付费，并提出随机优化框架权衡成本与性能。Fri, 16 Oct 2026 19:05:22 GMTarXivCoSTA: Compressed Speech Token Adaptation for Efficient Spoken Dialogue Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21143/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21143/提出 CoSTA，通过压缩语音 token 适配提升口语对话模型效率，在降低开销的同时保持对话性能。Fri, 16 Oct 2026 19:05:22 GMTarXivAll-in-One Memory: Process-Rewarded Reinforcement Learning for Memory Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21147/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21147/提出All-in-One Memory，用过程奖励强化学习训练记忆智能体，统一优化记忆读写与管理以提升长程任务表现。Fri, 16 Oct 2026 19:05:22 GMTarXivCARE-SD: Explainable Reasoning Architecture for Local SLM Self-Disclosure Analysis in Textual Datahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21151/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21151/提出 CARE-SD，一种面向本地小语言模型文本自我披露分析的可解释推理架构，兼顾隐私与可解释性。Fri, 16 Oct 2026 19:05:22 GMTarXivGRADS: Graph-Regulated Agentic Data Synthesis with Controllable Difficultyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21167/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21167/提出GRADS，利用图结构调控智能体数据合成并实现难度可控，为智能体训练与评估生成更可调的数据。Fri, 16 Oct 2026 19:05:22 GMTarXivMemScope: Evolving Agent Memory Architectures through Localized Code Repairhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21170/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21170/提出MemScope，通过局部代码修复自动演化智能体记忆架构，实现无需整体重写即可持续优化记忆模块。Fri, 16 Oct 2026 19:05:22 GMTarXivLanguage Models Share a Readout Bottleneck in Working Memoryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21176/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21176/研究发现不同语言模型在工作记忆任务中共享同一读出瓶颈，限制其利用内部表征进行下游读取。Fri, 16 Oct 2026 19:05:22 GMTarXivAgentEval: Evidence-Bounded Assessment of Stateful Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21177/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21177/提出 AgentEval，以证据有界方式评估有状态代理，强调仅依据可验证轨迹证据避免过度推断。Fri, 16 Oct 2026 19:05:22 GMTarXivJudging the Judges: Confidence and Disagreement in Rubrics as Rewardshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21179/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21179/该研究分析以评分标准作为奖励时评判者的置信度与分歧，揭示奖励建模中的可靠性与校准问题。Fri, 16 Oct 2026 19:05:22 GMTarXivDoes Latent Chain-of-Thought Actually Reason? A Single, Unifying Taxonomy for Latent Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21182/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21182/通过统一分类法系统审视潜在思维链是否真正推理，指出其能力边界并为潜在推理研究提供评估框架。Fri, 16 Oct 2026 19:05:22 GMTarXivMine, Sample, Render: Test-Time Diversity Alignment Of Generative Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21185/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21185/提出 Mine、Sample、Render 三阶段测试时多样性对齐方法，在不重训练生成模型的情况下提升生成样本多样性。Fri, 16 Oct 2026 19:05:22 GMTarXivFedSumUp: User-Auditable Privacy-Aware Representation Sharing for Resource-Constrained Federated Intelligencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21194/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21194/FedSumUp 提出用户可审计且隐私感知的表示共享机制，服务于资源受限的联邦智能场景。Fri, 16 Oct 2026 19:05:22 GMTarXivCondition-Contrastive Extrapolation for On-Policy Distillation of Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21195/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21195/提出条件对比外推方法，用于语言模型的在线策略蒸馏，提升分布外条件下的知识迁移与生成质量。Fri, 16 Oct 2026 19:05:22 GMTarXivWho May Release an Agent's Promise? Standing over Commitments in Multi-Party Chathttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21203/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21203/探讨多主体聊天中 AI 代理承诺的释放权限，提出基于承诺立场的框架来界定谁有权取消代理所作承诺。Fri, 16 Oct 2026 19:05:22 GMTarXivEntertain, then Cancel: How Thinking Makes Reasoning Models Read Some and Or Literallyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21204/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21204/揭示推理模型在思维过程中会先对 some 和 or 作字面理解再将其取消，说明思考步骤会改变语义判断。Fri, 16 Oct 2026 19:05:22 GMTarXivRubric Judgments Lack Uncertainty: Conformal Weighting for LLM Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21214/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21214/指出基于评分细则的 LLM 评判缺乏不确定性量化，并提出保形加权方法来校准和提升评估可靠性。Fri, 16 Oct 2026 19:05:22 GMTarXivAutoOnboarder: Autonomously Onboarding LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21218/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21218/提出 AutoOnboarder，使 LLM 代理能够自主完成新任务或环境的上手与配置，降低人工引导成本。Fri, 16 Oct 2026 19:05:22 GMTarXivRecSoup: Efficient Model Merging Approach for Controllable Multi-Objective Recommendationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21220/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21220/RecSoup 提出一种高效模型合并方法，实现可控的多目标推荐并降低训练与部署成本。Fri, 16 Oct 2026 19:05:22 GMTarXivRepresentation Redistribution in Sparse Autoencodershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21240/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21240/该工作揭示稀疏自编码器中的表征重分布现象，为理解其特征学习与可解释性提供新视角。Fri, 16 Oct 2026 19:05:22 GMTarXivA Responsibility-Centered Coordination Mechanism for Decentralized Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21243/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21243/提出一种以责任为中心的协调机制，使去中心化多智能体系统能更有效地分配与追踪任务责任。Fri, 16 Oct 2026 19:05:22 GMTarXivSystem1-Arena: Which Decisions Can Be Left to System 1?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21244/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21244/提出 System1-Arena，通过评测框架识别哪些决策可安全交由 System 1 快速处理。Fri, 16 Oct 2026 19:05:22 GMTarXivWhat do AI chatbots do after users decline therapeutic redirection for suicide thoughts?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21253/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21253/该研究考察 AI 聊天机器人在用户拒绝针对自杀念头的治疗性转介后如何回应，揭示其后续干预行为与安全隐患。Fri, 16 Oct 2026 19:05:22 GMTarXivFractional Power-of-Two Quantization for Efficient and Effective Multiplier-Free LLM Inferencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21257/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21257/提出分数二次幂量化方案，使 LLM 推理无需乘法器且在效率与效果之间取得优势。Fri, 16 Oct 2026 19:05:22 GMTarXivBehavioral Compositionality of Sparse Autoencoder Representationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21261/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21261/该工作研究稀疏自编码器表征的行为组合性，揭示其编码特征能够以组合方式影响模型行为。Fri, 16 Oct 2026 19:05:22 GMTarXivTRACER: A Multimodal Harness for Patient Care in Hospitalshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21266/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21266/TRACER 提出一种面向医院患者护理的多模态 harness，旨在整合临床多模态信息并提升护理流程的可追踪性与协作效率。Fri, 16 Oct 2026 19:05:22 GMTarXivTRACER: Trajectory-Aware Tool Retrieval for LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21267/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21267/提出TRACER，利用轨迹感知的工具检索为LLM智能体动态选择工具，提升复杂任务中的工具调用准确率与效率。Fri, 16 Oct 2026 19:05:22 GMTarXivAuditing Escalation Reliability in Healthcare LLM Agents: A Perturbation-Controlled Benchmark of Workflow-State Failureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21270/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21270/构建扰动控制基准，审计医疗 LLM 代理升级可靠性并暴露工作流状态失败，为安全部署提供评估方法。Fri, 16 Oct 2026 19:05:22 GMTarXivDiviner: Agentic RCA with Human-Governed Adaptation for Large-Scale Infrastructurehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21281/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21281/提出 Diviner，一个面向大规模基础设施的智能根因分析框架，能够在人类治理下自适应演化，提升 RCA 准确性与可运维性。Fri, 16 Oct 2026 19:05:22 GMTarXivMallea: Building, Steering, and Memorizing Worlds with Coding Agenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21283/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21283/提出 Mallea，借助编码智能体构建、引导和记忆可交互世界，实现复杂环境/世界模型的生成与持续记忆。Fri, 16 Oct 2026 19:05:22 GMTarXivThe Density of Thought: Predicting and Steering Reasoning in Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21286/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21286/提出“思维密度”概念与方法，用于预测并引导大语言模型的推理过程，从而增强推理的可控性与表现。Fri, 16 Oct 2026 19:05:22 GMTarXivBias Control and Injection for Multi-Agent Aggregationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21290/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21290/提出面向多智能体聚合的偏差控制与注入方法，可系统调节群体偏差并分析其对聚合结果与鲁棒性的影响。Fri, 16 Oct 2026 19:05:22 GMTarXivMoney-Mule Detection as a Relational Learning Problem: A Study on the RBIH NFPC Datasethttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21314/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21314/将资金骡子检测建模为关系学习问题，并在 RBIH NFPC 数据集上验证关系/图方法能利用账户间交易结构提升检测效果。Fri, 16 Oct 2026 19:05:22 GMTarXivLoud and Clear: Making Visual Evidence Count in Multimodal Document RAGhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21318/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21318/提出让多模态文档RAG更充分重视视觉证据的方法，缓解文本主导偏差并提升含图表文档的问答准确率。Fri, 16 Oct 2026 19:05:22 GMTarXivConstrained Multi-Agent Reinforcement Learning in Imaginationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21319/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21319/提出在想象空间中进行约束多智能体强化学习，利用世界模型提升样本效率并满足多智能体协作中的约束。Fri, 16 Oct 2026 19:05:22 GMTarXivDocPilot: Interactive Agent Orchestration and Training for Long Visual Document Understandinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21327/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21327/提出 DocPilot 交互式智能体编排与训练框架，通过协调多智能体和工具来提升长视觉文档的理解、问答与定位能力。Fri, 16 Oct 2026 19:05:22 GMTarXivDoes On-Policy Distillation Need to Complete Every Rollout?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21337/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21337/研究在线策略蒸馏是否必须完成每次rollout，发现可跳过或截断部分轨迹而保持甚至提升蒸馏效果与效率。Fri, 16 Oct 2026 19:05:22 GMTarXivQuantum Versus Classical Machine Learning for Neuropsychiatric Disorders: A Feature-Matched Multi-Cohort Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21344/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21344/在特征匹配的多队列评估中系统比较量子与经典机器学习对神经精神疾病的分类表现，为二者实际性能差异提供严格基准。Fri, 16 Oct 2026 19:05:22 GMTarXivARGUS: An Agenda-Driven Framework for Reliable User Simulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21346/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21346/提出议程驱动的 ARGUS 框架，通过显式建模用户议程和交互目标来提升用户模拟的可靠性与可控性。Fri, 16 Oct 2026 19:05:22 GMTarXivFedSkillGit: Federated Skill Evolution via Version Controlhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21348/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21348/提出 FedSkillGit，将版本控制机制引入联邦技能演化，使多个客户端能在隐私保护下协作迭代、追踪和复用技能。Fri, 16 Oct 2026 19:05:22 GMTarXivHierarchical Graph Convolutional Network Approach for Detecting Low-Quality Documentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21350/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21350/提出一种层次图卷积网络方法，通过对文档内部层次结构建模来检测低质量文档，提升了识别的准确性与鲁棒性。Fri, 16 Oct 2026 19:05:22 GMTarXivLTM: Latent Transition Based In-Context Memory for Vision-Language-Action Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21362/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21362/提出LTM，为视觉-语言-动作模型提供基于潜在转移的上下文记忆，增强长期任务中的状态跟踪与动作决策。Fri, 16 Oct 2026 19:05:22 GMTarXivESG-Kor: A Korean Dataset for ESG-related Information Extraction and Practical Use Caseshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21368/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21368/构建了韩语ESG信息抽取数据集ESG-Kor，并提供实际用例，推动韩语ESG实体、关系与事件抽取研究。Fri, 16 Oct 2026 19:05:22 GMTarXivMemorilla: Latent Semantic Memory for LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21375/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21375/提出Memorilla，为LLM引入潜在语义记忆，以更高效地存储和检索长程语义信息并提升推理一致性。Fri, 16 Oct 2026 19:05:22 GMTarXivPriorityFEC: Deadline-Aware Streaming FEC for KV-Cache Handoff in Edge Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21390/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21390/提出PriorityFEC，面向边缘多智能体KV缓存切换的截止期感知流式前向纠错，优先保护关键数据以降低传输延迟和失败率。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning to Reason with Selective Internal Feedbackhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21392/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21392/提出选择性内部反馈学习框架，使模型在推理过程中按需利用内部反馈以提升推理表现。Fri, 16 Oct 2026 19:05:22 GMTarXivSelf-Guided LLM Reasoning for Error Diagnosis in Vehicle Routing Problemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21393/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21393/提出自引导LLM推理方法，用于车辆路径问题中的错误诊断并提升诊断准确性与可解释性。Fri, 16 Oct 2026 19:05:22 GMTarXivMatoi: Selective Revalidation of Consequence Evidence for Agent Authorizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21394/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21394/提出Matoi，通过对后果证据进行选择性再验证，在代理授权中平衡安全性与开销，降低过时或伪造证据风险。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen do quantum views help? Complementary classical-quantum representations in multi-view fusionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21395/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21395/系统分析量子视图在多视图融合中何时带来增益，指出当经典与量子表示互补时融合性能提升，否则可能无效。Fri, 16 Oct 2026 19:05:22 GMTarXivWatts If? A Benchmark for Counterfactual Reasoning About the AI Data Center Buildouthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21397/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21397/提出“Watts If?”基准，用于评估对AI数据中心建设及其电力影响的反事实推理能力。Fri, 16 Oct 2026 19:05:22 GMTarXivMulti-Reward Hacking: From Aggregation-Induced Drift to Trust-Anchored Defensehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21404/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21404/揭示多奖励聚合会诱发奖励黑客导致的策略漂移，并提出基于信任锚定的防御方法以提升多目标优化鲁棒性。Fri, 16 Oct 2026 19:05:22 GMTarXivMemCut: Every Secret Leaves a Trail in the Long-Term Memory of LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21405/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21405/围绕LLM智能体长期记忆中的秘密痕迹问题提出MemCut，强调敏感信息可能残留并可被追踪。Fri, 16 Oct 2026 19:05:22 GMTarXivJev-LiteMAS: Separating Decisions from Generation in Multi-Agent Workflowshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21411/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21411/提出Jev-LiteMAS，将多智能体工作流中的决策与生成分离，以提升可控性与执行效率。Fri, 16 Oct 2026 19:05:22 GMTarXivJevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21412/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21412/提出JevAgentHarness框架，用于基准测试、部署和训练与LLM共享控制权的决策模型。Fri, 16 Oct 2026 19:05:22 GMTarXivWhere, How, and When: Query-Guided Grounding for Video Understandinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21422/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21422/提出查询引导的时空定位框架，统一回答视频理解中的“哪里、如何、何时”问题。Fri, 16 Oct 2026 19:05:22 GMTarXivDo Agents Need a New Kind of Paper? SPRA: Structured Paper Representation for Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21424/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21424/提出面向智能体的结构化论文表示SPRA，探讨智能体是否需要新型论文格式并改善其对科研文献的利用。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning from Interaction Experience via Localized Context Distillationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21427/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21427/提出局部化上下文蒸馏方法，使智能体能够从交互经验中高效学习并改进决策。Fri, 16 Oct 2026 19:05:22 GMTarXivV-SHARE: Provable Convergence Guarantees for Advantage-based Algorithmshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21448/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21448/提出 V-SHARE，为基于优势函数的算法提供可证明的收敛保证。Fri, 16 Oct 2026 19:05:22 GMTarXivIncentivizing Tool-Use Reinforcement Learning for Post-Arrival Emergency Care Predictionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21449/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21449/提出激励工具使用的强化学习框架，用于到达后急救预测并提升预测性能与工具调用能力。Fri, 16 Oct 2026 19:05:22 GMTarXivX-Fly: Learning to Reach and Stop in Full-Chunk Aerial Vision-Language Navigationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21450/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21450/提出 X-Fly 方法，使无人机在完整块视觉语言导航中学会到达目标并准确停止。Fri, 16 Oct 2026 19:05:22 GMTarXivFull-Duplex Interaction with Speech, Expressions and Gestureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21452/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21452/提出融合语音、表情和手势的全双工交互框架，实现多模态实时双向人机交互。Fri, 16 Oct 2026 19:05:22 GMTarXivCan Visual Generation Expand What Unified Multimodal Models Know?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21459/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21459/探究视觉生成能否扩展统一多模态模型的知识边界，揭示生成对理解与知识迁移的作用。Fri, 16 Oct 2026 19:05:22 GMTarXivTrajectory-Level Speculation with Semantic Verification for Tool-Using Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21463/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21463/提出轨迹级推测与语义验证方法，在提升工具使用智能体执行效率的同时保证动作语义正确性。Fri, 16 Oct 2026 19:05:22 GMTarXivOntology Refinement with Embeddings and LLMs: A Case Study on CASTONhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21466/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21466/提出结合嵌入与LLM的本体精炼方法，并在CASTON案例中验证其能提升本体质量与一致性。Fri, 16 Oct 2026 19:05:22 GMTarXivCan LLMs Tell Stories Out of Order? A Corpus and Benchmark for Nonlinear Narrative Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21468/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21468/构建非线性叙事生成语料与基准，系统评估 LLM 打乱时序讲故事的能力与局限。Fri, 16 Oct 2026 19:05:22 GMTarXivTool-Augmented Large Language Models for Reliable Medical Calculation from Patient Noteshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21477/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21477/通过工具增强大语言模型，从患者笔记中可靠执行医疗计算，减少计算错误并提升临床决策安全性。Fri, 16 Oct 2026 19:05:22 GMTarXivAI-Driven Disaster Response and Displacement Monitoringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21482/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21482/探讨AI驱动的灾害响应与人口流离失所监测，以提升灾情评估和救援决策的时效性与准确性。Fri, 16 Oct 2026 19:05:22 GMTarXivFlashAttention with Statistics: Low-Overhead Attention Features for Compact Hallucination Detectorshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21483/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21483/利用FlashAttention统计量以低开销提取注意力特征，构建紧凑且高效的幻觉检测器。Fri, 16 Oct 2026 19:05:22 GMTarXivMetaExp: Learning to Self-Improve through Experience via Verifiable Cross-Task Environment Scalinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21492/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21492/通过可验证的跨任务环境扩展，使模型能够从经验中学习自我改进并提升跨任务泛化能力。Fri, 16 Oct 2026 19:05:22 GMTarXivISW-Agent: Integrating LLM-Driven Dialogue with n8n Workflow for Internal Solitary Wave Remote Sensing Image Processinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21502/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21502/将LLM驱动对话与n8n工作流集成，构建面向内孤立波遥感图像处理的自动化智能体。Fri, 16 Oct 2026 19:05:22 GMTarXivDecomposing Brain-LLM Alignment with Interpretable Semantic Representationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21508/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21508/利用可解释语义表示分解大脑与LLM之间的对齐关系，揭示二者共享与差异化的语义维度。Fri, 16 Oct 2026 19:05:22 GMTarXivQREF: Improving DeepSearch Agents by Aligning Search with Reasoning via Query Refinement and Evidence Filteringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21512/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21512/通过查询精炼和证据过滤让搜索与推理对齐，从而提升深度搜索智能体的检索效率与答案可靠性。Fri, 16 Oct 2026 19:05:22 GMTarXivPoison Valleys: Diagnosing Path-Dependent Failure in LLM Code Repairhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21514/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21514/提出“Poison Valleys”诊断框架，揭示 LLM 代码修复中路径依赖失败的成因与模式。Fri, 16 Oct 2026 19:05:22 GMTarXivSCRIBE: Scalable Contextual Representations of Interpretable Brain-Grounded Semanticshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21518/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21518/提出SCRIBE以可扩展方式构建可解释、与大脑语义对齐的上下文表示，用于更高效地建模脑 grounded 语义。Fri, 16 Oct 2026 19:05:22 GMTarXivHierarchical Interpretable Multitask Audio Representation Learning: An Analysis of Event-Scene Relationships through the Information Bottleneckhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21520/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21520/提出基于信息瓶颈的分层可解释多任务音频表示学习方法，用于建模并分析声音事件与场景之间的依赖关系。Fri, 16 Oct 2026 19:05:22 GMTarXivCriticaLLM: Using LLMs as Autonomous Game Master for Tabletop Role-Playing Gameshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21525/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21525/将大语言模型作为自主游戏主持人，提升桌面角色扮演游戏中规则一致性、叙事连贯性与互动体验。Fri, 16 Oct 2026 19:05:22 GMTarXivFunctional Subnetwork Localization for Efficient Continual Learning in Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21537/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21537/提出功能子网络定位方法，通过识别并更新与特定任务相关的功能子网络，实现大语言模型高效持续学习并缓解灾难性遗忘。Fri, 16 Oct 2026 19:05:22 GMTarXivAgent Status Protocol (ASP): A Lightweight Specification for State Reporting in Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21538/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21538/提出轻量级 Agent Status Protocol，为多智能体系统提供标准化状态报告规范，提升互操作性与可观测性。Fri, 16 Oct 2026 19:05:22 GMTarXivReinforcement Learning-driven Diffusion Models: Language, Vision, and Beyondhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21539/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21539/系统梳理强化学习驱动的扩散模型在语言、视觉及其他领域的进展，归纳关键方法与挑战。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen Is Muon Optimal? Radial Fragility and Minimax Geometryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21549/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21549/该研究从径向脆弱性与极小极大几何角度刻画了 Muon 优化器何时最优，揭示其适用条件与失效边界。Fri, 16 Oct 2026 19:05:22 GMTarXivUncertainty Quantification in Pairwise Difference Learning for Classificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21554/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21554/为分类中的成对差异学习引入不确定性量化，以提供更可靠的预测置信度并改善分类决策。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen Does Muon Actually Win? A Paired Data-, Time-, and Tuning-Budget Benchmarkhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21555/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21555/通过配对数据、时间和调参预算的基准实验，厘清 Muon 优化器真正优于基线的具体条件与收益边界。Fri, 16 Oct 2026 19:05:22 GMTarXivDialFork: Going Beyond Factuality to Evaluate Procedural Hallucination in Conversational Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21561/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21561/提出 DialFork 评估框架，超越事实性检查，专门识别和衡量对话代理在程序性或多步骤任务中的幻觉。Fri, 16 Oct 2026 19:05:22 GMTarXivBiShield-TEE: On the (In-)Security of Unilateral Weight Obfuscation in On-Device TEE-Shielded LLM Partitionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21565/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21565/提出 BiShield-TEE，揭示端侧 TEE 保护的 LLM 分区中单边权重混淆存在安全漏洞，并强调需要更稳健的双向或更强防护方案。Fri, 16 Oct 2026 19:05:22 GMTarXivIndependent Data-Integrity Verification for LLM-Driven Functional Coverage Closure in Hardware Designhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21570/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21570/为硬件设计中 LLM 驱动的功能覆盖率闭合提出独立数据完整性验证，确保流程中数据与决策可验证、可审计且不易被篡改。Fri, 16 Oct 2026 19:05:22 GMTarXivRethinking the Role of Tool Graph Memory in Multi-Turn Tool Usehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21571/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21571/重新审视工具图记忆在多轮工具使用中的作用，揭示其有效性的条件与局限，并指出并非总能提升多轮工具调用表现。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning to Search for Executable Patternmaking from Certified Programshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21579/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21579/提出从认证程序中学习搜索可执行 patternmaking 的方法，使模式生成过程更可靠且可执行。Fri, 16 Oct 2026 19:05:22 GMTarXivClaimScope: Label-Blind Witness Verification for Mathematical Claim Auditinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21581/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21581/提出 ClaimScope 的标签盲见证验证方法，用于审计数学声明并提升自动核查的可靠性。Fri, 16 Oct 2026 19:05:22 GMTarXivAVALON: Zero-Shot Indoor Navigation with Human-Seeded Topological Memoryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21586/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21586/提出 AVALON，借助人类播种的拓扑记忆实现零样本室内导航，使智能体无需额外训练即可在新室内环境中规划并到达目标。Fri, 16 Oct 2026 19:05:22 GMTarXivLOADBench: A Large Open Analog Dataset and Benchmark for Machine Learning in IC Designhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21591/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21591/发布大规模开放模拟电路数据集 LOADBench 及基准，推动机器学习在 IC 设计中的可复现评估。Fri, 16 Oct 2026 19:05:22 GMTarXivLoopAhead: Speculating Ahead for Faster Decoding in Looped Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21594/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21594/提出 LoopAhead 推测解码方法，利用循环语言模型的前瞻推测加速生成并降低推理延迟。Fri, 16 Oct 2026 19:05:22 GMTarXivDecoding What iOS Location Services Send to Apple: An LLM Is an Unreliable Analyst but a Useful Toolmakerhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21597/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21597/通过逆向分析 iOS 位置服务向 Apple 发送的数据并评估 LLM 的作用，发现 LLM 作为直接分析员不可靠，但可作为构建分析工具的有效助手。Fri, 16 Oct 2026 19:05:22 GMTarXivEvaluating Inquiry Learning in LLM-Based Agents: Hypothesizing, Reasoning, and Explorationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21604/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21604/构建评估框架，考察基于 LLM 的智能体在假设、推理与探索方面的探究式学习能力。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning Intrinsic Dynamics in Latent World Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21612/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21612/提出在潜世界模型中学习内在动力学的方法，提升对复杂环境动态的表征与预测能力。Fri, 16 Oct 2026 19:05:22 GMTarXivQwen-Audio-Jev: A Unified Interface for Audio Decisionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21614/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21614/提出 Qwen-Audio-Jev 统一接口，将音频理解、推理与决策/动作选择整合到单一框架中，以支持端到端音频决策。Fri, 16 Oct 2026 19:05:22 GMTarXivAgentPerturb: Evaluating LLM Agent Robustness under Controlled Interaction Perturbationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21624/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21624/提出 AgentPerturb 基准，在受控交互扰动下评估 LLM 智能体鲁棒性，并揭示其对环境变化的敏感性。Fri, 16 Oct 2026 19:05:22 GMTarXivEfficient Pairwise Difference Learning: A Comparative Study of Encoding Strategies and Training Pair Selectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21644/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21644/系统比较成对差异学习中的编码策略与训练对选择方法，给出提升效率与性能的实证结论和最佳实践。Fri, 16 Oct 2026 19:05:22 GMTarXivThe Self-Improvement Problemhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21646/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21646/系统化界定并分析 AI 自我改进问题，揭示模型自我提升的可行性、风险与理论边界。Fri, 16 Oct 2026 19:05:22 GMTarXivData World: Scaling Data Environments from Scratchhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21656/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21656/提出 Data World，从零规模化构建数据环境，为训练与评测提供可扩展的数据生成和组织方案。Fri, 16 Oct 2026 19:05:22 GMTarXivRouter Drift Control: Mitigating Off-Policy Degradation in Mixture-of-Experts Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21682/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21682/提出 Router Drift Control 以缓解混合专家强化学习中路由漂移导致的离策略退化，提升训练稳定性与性能。Fri, 16 Oct 2026 19:05:22 GMTarXivHuman Interventions as Labels: Localizing, Steering, and (Sometimes) Editing the Computations Behind LLM Agent Failureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21708/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21708/将人类干预作为标签来定位、引导并有时编辑 LLM 智能体失败背后的计算过程，为诊断和修复智能体错误提供新方法。Fri, 16 Oct 2026 19:05:22 GMTarXivEncoded but Exposed: Language Embeddings can Reveal More Than They Should in Recommender Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21713/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21713/发现推荐系统中的语言嵌入会泄露超出预期的敏感信息，提示编码表示在提升性能之外也带来隐私风险。Fri, 16 Oct 2026 19:05:22 GMTarXivFIRM: Fisher-Informed Retention Merging for Federated LLM Unlearninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21720/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21720/提出 FIRM，利用 Fisher 信息指导联邦 LLM 遗忘中的保留与合并，在移除目标知识的同时更好保持模型原有能力。Fri, 16 Oct 2026 19:05:22 GMTarXivRetrieved but Not Read: Understanding Why Search-Augmented LLMs Fail to Use Available Evidencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21731/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21731/通过分析搜索增强 LLM 的失败模式，发现模型常检索到证据却未真正阅读或利用，揭示检索与证据使用之间的脱节及其原因。Fri, 16 Oct 2026 19:05:22 GMTarXivIn-Context Preference-Conditioned Pareto Set Learning from Limited Offline Datahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21736/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21736/提出在有限离线数据下通过上下文偏好条件学习帕累托解集，实现多目标权衡的快速自适应。Fri, 16 Oct 2026 19:05:22 GMTarXivReliable Knowledge Acquisition for Continual Learning Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21739/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21739/研究持续学习智能体如何可靠获取知识，提出评估与整合新知识的机制，以提升非平稳环境中的持续适应可靠性。Fri, 16 Oct 2026 19:05:22 GMTarXivThe Delegation Dilemma: Economies of Scale, Accountability, and Polycentric Governancehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21746/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21746/分析 AI 委托中的规模经济、问责与多中心治理之间的两难，指出中心化委托虽有效率优势却削弱问责，而多中心治理可缓解问题但带来协调成本。Fri, 16 Oct 2026 19:05:22 GMTarXivHarmful Partial Interventions and Benign Leakage in Concept-based Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21750/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21750/揭示基于概念模型中对概念的部分干预可能有害，并发现良性泄漏会通过未干预概念泄露信息，挑战概念级可解释性与控制假设。Fri, 16 Oct 2026 19:05:22 GMTarXivDeciCAD: Harness-Grounded Learning of Action Policies for CAD Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21755/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21755/提出面向CAD智能体的动作策略学习框架，通过与CAD环境接地交互来提升可执行设计操作的决策能力。Fri, 16 Oct 2026 19:05:22 GMTarXivFrom Research Goals to Scientific Closure: Evaluating Agents Through Evidence-Supported Physics Researchhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21767/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21767/构建从研究目标到科学闭环的物理研究评测范式，强调智能体需以证据支撑完成科研推理与结论验证。Fri, 16 Oct 2026 19:05:22 GMTarXivCF-AVSS: A Coarse-to-Fine Audio-Visual Speech Separation Framework with Target-Speaker Refinement and Post-Fusion for Real-World AVSE Challengehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21773/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21773/提出从粗到细的音视频语音分离框架 CF-AVSS，结合目标说话人精炼与后融合，以提升真实场景 AVSE 挑战中的分离性能。Fri, 16 Oct 2026 19:05:22 GMTarXivDINO-FIL: Multi-Layer Transformer Fusion for Generative Inpainting Forgery Localizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21780/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21780/提出 DINO-FIL，利用多层 Transformer 融合定位生成式修复伪造区域，提升伪造定位性能。Fri, 16 Oct 2026 19:05:22 GMTarXivIn the Guise of Correction: How Framing and Cultural Adaptation Erode LLM Safety on Real-World Criminal Caseshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21789/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21789/发现以纠错为名的框架和文化适配会侵蚀 LLM 在真实刑事案件中的安全防护。Fri, 16 Oct 2026 19:05:22 GMTarXivRSIFlow: Adaptive Self-Improvement Workflows with an Evolving Meta-Agenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21791/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21791/提出由演化元代理驱动的自适应自改进工作流，可动态优化多步任务流程以提升自主智能体表现。Fri, 16 Oct 2026 19:05:22 GMTarXivCross-Embodiment Causal Transfer from Human Videos to Robot Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21798/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21798/提出跨本体因果迁移方法，从人类视频中提取可迁移因果表征以提升机器人操作。Fri, 16 Oct 2026 19:05:22 GMTarXivCo2In: a Bi-level Memory Incremental Learning Framework with Knowledge Encoding, Consolidation, and Integrationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21804/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21804/提出双层记忆增量学习框架，通过知识编码、巩固与整合缓解持续学习中的遗忘并提升知识迁移。Fri, 16 Oct 2026 19:05:22 GMTarXivCIM-Embed: Learning Instruction-Conditioned Multimodal Embeddings for Clusteringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21805/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21805/提出指令条件化的多模态嵌入学习框架，使聚类能够根据任务指令自适应地组织跨模态数据。Fri, 16 Oct 2026 19:05:22 GMTarXivRoleQ: Role-Aligned Scales for Converting Language Models to Ternaryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21808/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21808/提出面向角色对齐的量化尺度，将语言模型高效转换为三值权重并保持关键能力。Fri, 16 Oct 2026 19:05:22 GMTarXivProvably Efficient Risk-Sensitive Offline Reinforcement Learning via Optimized Certainty Equivalentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21870/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21870/提出基于优化确定性等价的风险敏感离线强化学习算法，并给出可证明的效率保证。Fri, 16 Oct 2026 19:05:22 GMTarXivAnvil: Scaling Embodied Spatial Intelligence through Knowledge Recirculationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21882/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21882/提出 Anvil，通过知识再循环扩展具身空间智能，提升空间理解与跨任务泛化能力。Fri, 16 Oct 2026 19:05:22 GMTarXivIn-Context Learning Before Specialisation: Theory of Learning in a Solvable Topic Modelhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21901/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21901/在可解主题模型中理论刻画了上下文学习先于任务专业化出现的机制与条件。Fri, 16 Oct 2026 19:05:22 GMTarXivCoWorld Reasoner: Agentic Multimodal Reasoning with the Evolving Video World Model-Driven Harnesshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21910/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21910/提出以演化视频世界模型为驱动框架的代理式多模态推理器，通过预测未来世界状态提升动态场景推理能力。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning Rewards in Strategic Gameshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21912/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21912/研究策略博弈中的奖励学习问题，旨在从多智能体策略行为中恢复奖励并分析其可学习性。Fri, 16 Oct 2026 19:05:22 GMTarXivCodeHealth Predicts the Token Cost of Agentic Code Review: A Pre-Registered Study of 465 Agent-Authored Pull Requestshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21914/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21914/基于 465 个 agent 编写 pull request 的预注册研究表明，CodeHealth 能预测 agentic 代码审查的 token 成本。Fri, 16 Oct 2026 19:05:22 GMTarXivBridgeAfford: Bridging Query-Target Gap for Generalizable 3D Affordance Groundinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21918/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21918/提出 BridgeAfford，弥合查询与目标之间的差距，实现可泛化的三维可操作区域定位。Fri, 16 Oct 2026 19:05:22 GMTarXivAgentic-Priors: Using Large Language Models to Address the Cold Start Problem in Preference Elicitationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21938/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21938/提出 Agentic-Priors，利用大语言模型先验知识初始化偏好 elicitation，以缓解用户偏好获取中的冷启动问题。Fri, 16 Oct 2026 19:05:22 GMTarXivFollowing Delegation Traces to Study Human Oversight in Interaction with Multimodal AIhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21948/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21948/通过追踪多模态AI交互中的委派痕迹，研究人类监督如何介入并影响协作过程。Fri, 16 Oct 2026 19:05:22 GMTarXivWhy Shallow Neural Networks Learn Sinusoidal Components First: An Orthogonal Polynomial Dynamics Frameworkhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21964/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21964/提出正交多项式动力学框架，解释浅层神经网络为何优先学习正弦分量。Fri, 16 Oct 2026 19:05:22 GMTarXivTime to Fake It: Continual Machine Learning Intensifies Unfairness in Deepfake Detectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21974/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21974/发现持续机器学习会加剧深度伪造检测中的群体不公平性，揭示准确性之外的新风险。Fri, 16 Oct 2026 19:05:22 GMTarXivOntoAct: Hypothesis-Based Neuro-Symbolic Agents through Ontological Abstractionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21983/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.21983/提出基于本体抽象构建假设的神经符号代理框架，在可解释抽象与符号推理之间桥接以提升复杂任务决策。Fri, 16 Oct 2026 19:05:22 GMTarXivGraphBEAT: Graph-based Bucketized Event Aggregation Over Time for Early Risk Stratification of Gastrointestinal Cancershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22014/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22014/提出GraphBEAT，利用图结构与时间分桶事件聚合进行胃肠道癌症早期风险分层。Fri, 16 Oct 2026 19:05:22 GMTarXivCARA: Causally Guided Retrieval Agent for Question Answeringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22017/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22017/提出因果引导的检索代理，通过因果结构筛选与问题相关的证据来增强问答的准确性与鲁棒性。Fri, 16 Oct 2026 19:05:22 GMTarXivPriming Base Models for Agentic Post-Training: An Open Midtraining Recipehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22019/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22019/提出一种开放的中期训练配方，为基础模型注入智能体能力，以支持后续智能体后训练。Fri, 16 Oct 2026 19:05:22 GMTarXivDemoStream: Batched Task-and-Motion-Plan Optimization for Automated Learning from Demonstrationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22020/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22020/提出DemoStream，通过批量任务与运动规划优化，实现从演示中自动学习可执行技能。Fri, 16 Oct 2026 19:05:22 GMTarXivSelection Is Not Learning: Choosing Model Futureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22029/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22029/指出模型选择并不等同于学习，并讨论选择不同“模型未来”对评估与部署的含义。Fri, 16 Oct 2026 19:05:22 GMTarXivGraphACM: Graph-based Action Consistency Measurement for Uncertainty Quantification in LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22031/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22031/提出GraphACM，基于图衡量动作一致性以量化LLM代理的不确定性并识别高风险决策。Fri, 16 Oct 2026 19:05:22 GMTarXivMomentum, Commentary Tone, and Earnings Surprise in LLM Financial Forecastshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22043/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22043/分析LLM金融预测中动量、评论语气与盈利惊喜之间的关系，揭示其预测偏差与信息利用模式。Fri, 16 Oct 2026 19:05:22 GMTarXivDecoding Naturalistic Speech from fMRI with Temporal Modeling and Multimodal Alignmenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22049/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22049/结合时序建模与多模态对齐，提升从fMRI信号中解码自然语音的准确性。Fri, 16 Oct 2026 19:05:22 GMTarXivProgress Reward Model for Reinforcement Learning via Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22056/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22056/提出基于大语言模型的进展奖励模型，为强化学习提供细粒度进展信号以提升长期任务学习。Fri, 16 Oct 2026 19:05:22 GMTarXivFAOPs: Normal Forms and an Algebra for AI Agent Workflowshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22061/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22061/提出FAOPs，为AI代理工作流建立范式与代数，支持形式化组合、优化与验证。Fri, 16 Oct 2026 19:05:22 GMTarXivPrism-1: Position- and Rival-Independent Scoring for System One Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22066/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22066/提出Prism-1评分方法，实现与位置和竞争对手无关的System One模型评估与排序。Fri, 16 Oct 2026 19:05:22 GMTarXivWhen Reasoning Is Not Enough: Proactive Inquiry for Cross-Modal Safety in Multimodal Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22068/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22068/提出主动询问机制，解决多模态大模型跨模态安全中仅靠推理不足以应对风险的问题。Fri, 16 Oct 2026 19:05:22 GMTarXivMemory as Weights: Internalizing Long-Term History for Streaming Videoshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22070/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22070/提出“记忆即权重”框架，将流视频中的长期历史内化为模型权重，从而无需显式外部记忆即可实现持续视频理解。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning from Unverified Peers via Shared Residual Distillationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22080/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22080/提出共享残差蒸馏方法，使模型能够从不可验证的同伴中学习并提升协作学习鲁棒性。Fri, 16 Oct 2026 19:05:22 GMTarXivMulti-SFT: Permissively-Licensed Multilingual Instruction-Followinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22086/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22086/构建或发布宽松许可的多语言指令遵循数据集与方法Multi-SFT，以提升多语言指令微调的可复现性与性能。Fri, 16 Oct 2026 19:05:22 GMTarXivTIPS: A Tiny Inference-time Policy for Scaling in Diffusion Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22099/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22099/提出轻量推理时策略TIPS，用于动态控制扩散语言模型的扩展与计算分配，在生成质量与效率之间取得更好平衡。Fri, 16 Oct 2026 19:05:22 GMTarXivPROBE: Learning to Audit Policy Compliance in Tool-Using LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22124/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22124/提出PROBE，让模型学习审计工具使用型LLM代理的策略合规性并自动识别违规行为。Fri, 16 Oct 2026 19:05:22 GMTarXivCausal Integrated Gradients: Scalable Feature Attribution Along Causal Pathshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22126/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22126/提出因果积分梯度方法，沿因果路径进行可扩展的特征归因，以提升归因结果的因果有效性与可解释性。Fri, 16 Oct 2026 19:05:22 GMTarXivExplaining the Roles of Experts in Mixture-of-Experts LLMs for Personalizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22127/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22127/分析混合专家大模型中各专家在个性化中的作用并提出解释方法，揭示不同专家与用户偏好相关能力的对应关系。Fri, 16 Oct 2026 19:05:22 GMTarXivDropKV: Decoupling Residual-Output Perturbation for Near-Optimal KV-Cache Evictionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22130/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22130/提出DropKV，通过解耦残差输出扰动实现近最优KV缓存淘汰，提升长上下文推理效率。Fri, 16 Oct 2026 19:05:22 GMTarXivCART: Compatible Routing for Multimodal Continual Instruction Tuninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22137/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22137/提出兼容路由方法CART，缓解多模态持续指令微调中的任务干扰与灾难性遗忘。Fri, 16 Oct 2026 19:05:22 GMTarXivBelieved but Not Said: Measuring Hidden Belief Collapse in Multi-Agent LLM Discussionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22138/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22138/提出隐藏信念坍塌的度量方法，揭示多智能体LLM讨论中表面共识与内部信念变化之间的脱节。Fri, 16 Oct 2026 19:05:22 GMTarXivAre You Sure Your LLM Is Sure? Repairing and Auditing Confidencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22139/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22139/提出修复与审计大语言模型置信度的方法，识别并校正过度自信，从而提升模型可靠性与可信度。Fri, 16 Oct 2026 19:05:22 GMTarXivRAG-RST: Retrieved Exemplars as In-Context Discourse Schema for RST Parsinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22150/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22150/提出 RAG-RST，将检索到的示例作为上下文篇章结构模式，以提升 RST 篇章解析的性能。Fri, 16 Oct 2026 19:05:22 GMTarXivSpecification Gaming and a Constrained Reinforcement Learning Mitigation in a Cleaning Gridworldhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22152/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22152/在清洁网格世界中揭示强化学习智能体钻规格漏洞的行为，并用约束强化学习有效缓解 specification gaming。Fri, 16 Oct 2026 19:05:22 GMTarXivRealtime-Bench: Can Frontier Models Solve Real-time Interactive Problems?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22155/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22155/推出 Realtime-Bench 评测前沿模型在实时交互任务中的能力，揭示当前模型在动态实时问题上的明显局限。Fri, 16 Oct 2026 19:05:22 GMTarXivEMO: A Closed-Loop Test-Time Computation Framework via Alternating Context Optimization and Logits Steeringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22160/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22160/提出EMO闭环测试时计算框架，通过交替进行上下文优化与logits引导，在不额外训练的情况下增强大模型推理能力。Fri, 16 Oct 2026 19:05:22 GMTarXivMulti-sourced AI Tutor for Non-Native English Speaker Studentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22163/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22163/设计面向非英语母语学生的多源 AI 导师，整合多种资源提供个性化语言与学科辅导。Fri, 16 Oct 2026 19:05:22 GMTarXivMosaic: Multi-Session Agentic Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22174/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22174/提出Mosaic多会话智能体强化学习框架，使智能体能在跨会话长期交互中保持和迁移经验，从而提升持续任务表现。Fri, 16 Oct 2026 19:05:22 GMTarXivMotion- and Gravity-Aware Feedforward 3D Reconstructionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22177/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22177/提出一种融入运动与重力线索的前馈式3D重建方法，以提升动态场景重建的几何一致性与物理合理性。Fri, 16 Oct 2026 19:05:22 GMTarXivWhole-Body Dexterityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22184/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22184/该工作聚焦全身灵巧性，强调协调全身多自由度对实现复杂操作与运动技能的重要性，并推进相关能力研究。Fri, 16 Oct 2026 19:05:22 GMTarXivChange the Number, Change the Answer: Assessing Rating Scale Sensitivity in LLM-Based Text Scoringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22187/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22187/系统评估评分量表数值范围变化对基于LLM文本打分结果的影响，发现改变量表会显著改变模型答案，提示需重视评分尺度敏感性与稳健性。Fri, 16 Oct 2026 19:05:22 GMTarXivTerminal-RSI: Recursive Self-Improving Terminal Agents via Recursive Self-Rewrite and Policy-Refinehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22192/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22192/提出 Terminal-RSI，使终端智能体通过递归自我重写和策略精炼实现持续自我改进，增强复杂终端任务中的表现。Fri, 16 Oct 2026 19:05:22 GMTarXivAutoSFT: An Agentic System for Automated Data Research in Supervised Fine-Tuninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22194/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22194/构建自动化数据研究智能体系统 AutoSFT，为监督微调自动搜索、筛选和构造高质量训练数据。Fri, 16 Oct 2026 19:05:22 GMTarXivHTN-Orchestrate: A Hierarchical Task Network Framework for Multi-Agent Orchestrationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22195/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22195/提出基于层次任务网络的多智能体编排框架，将复杂任务分层分解并协调多个智能体，以提升协作与执行可靠性。Fri, 16 Oct 2026 19:05:22 GMTarXivDecentralized LLM Workflows via Sequential Auctionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22201/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22201/提出基于顺序拍卖的去中心化 LLM 工作流，通过竞标分配子任务以提升多智能体协作效率与可扩展性。Fri, 16 Oct 2026 19:05:22 GMTarXivBeyond Downstream QA: Rethinking How We Evaluate Agent Memoryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22209/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22209/主张不应仅用下游问答评估智能体记忆，提出更直接的记忆评估思路以揭示真实记忆能力。Fri, 16 Oct 2026 19:05:22 GMTarXivTRACE: Topology-Aware Reconnection via Prediction-Adaptive Connectivity Enforcement for Thin-Structure Segmentationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22210/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22210/提出 TRACE，利用预测自适应连通性约束进行拓扑感知重连，以改善细结构分割中的断裂和拓扑错误。Fri, 16 Oct 2026 19:05:22 GMTarXivGNN-Guided Local Refinement for Efficient Layout Decomposition with DSA-MPhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22214/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22214/提出用图神经网络引导局部细化来优化基于 DSA-MP 的布局分解，在提升分解效率的同时改善布局质量。Fri, 16 Oct 2026 19:05:22 GMTarXivSkill-Decoupled On-Policy Expert Distillation for Unified Vision-Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22217/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22217/提出技能解耦的在线策略专家蒸馏，将不同技能路由至专家并蒸馏到统一视觉语言模型，提升多任务表现。Fri, 16 Oct 2026 19:05:22 GMTarXivOS-Helix: Unifying GUI Interaction and Code Execution in Native Computer-Using Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22234/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22234/提出 OS-Helix，将 GUI 交互与代码执行统一到原生计算机使用智能体中，使其能跨界面和代码灵活完成任务。Fri, 16 Oct 2026 19:05:22 GMTarXivTraining-Free On-Policy Distillationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22236/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22236/提出无需训练的在线策略蒸馏方法，利用模型自身在线轨迹实现策略蒸馏，省去额外训练和教师模型。Fri, 16 Oct 2026 19:05:22 GMTarXivShortcut Sensitivity in Agent-Safety Evaluationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22243/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22243/揭示智能体安全评测对捷径特征高度敏感，容易因表面线索产生虚假安全结论，并强调需要捷径鲁棒的安全评估设计。Fri, 16 Oct 2026 19:05:22 GMTarXivLanguage Is a Security Surface for Agent Guardshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22244/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22244/指出语言是智能体守卫的关键安全面，语言层面的对抗输入可影响或绕过防护，呼吁将语言安全纳入守卫设计。Fri, 16 Oct 2026 19:05:22 GMTarXivDisagreement-Guided Weak-to-Strong Routinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22245/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22245/提出以弱模型与强模型之间的分歧作为路由信号，从而在弱到强监督下更有效地选择和调用强模型，提升困难样本上的表现。Fri, 16 Oct 2026 19:05:22 GMTarXivX-RIC: An Agentic RAN-Intelligent Controller Benchmark for Enhancing Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22269/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22269/提出 X-RIC——面向 RAN 智能控制器的智能体基准，用于评估和增强强化学习在无线接入网控制中的表现。Fri, 16 Oct 2026 19:05:22 GMTarXivLibrarian Agents: Training LLMs to Curate Long-Context Workspaces that Anticipate Future Querieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22273/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22273/训练 LLM 作为图书馆员智能体，主动整理长上下文工作区并预判未来查询，以提升长上下文任务效率。Fri, 16 Oct 2026 19:05:22 GMTarXivLEASH: Uncertainty-Aware Weak-to-Strong Escalation and Oversight for Computer-Use Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22280/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22280/提出 LEASH，一种面向计算机使用智能体的不确定性感知弱到强升级与监督框架，以在不确定场景中实现更安全可靠的委托与监管。Fri, 16 Oct 2026 19:05:22 GMTarXivAsking Smarter Questions: Targeted Active Preference Learning for Underspecified Rewardshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22285/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22285/提出面向欠指定奖励的定向主动偏好学习，通过更具信息量的提问高效推断用户真实奖励。Fri, 16 Oct 2026 19:05:22 GMTarXivImproving Environment-Agnostic Coding Agents: The Role of Scaffoldinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22289/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22289/研究脚手架机制在环境无关编码智能体中的作用，发现合理 scaffolding 能显著提升跨环境代码任务表现。Fri, 16 Oct 2026 19:05:22 GMTarXivEliteReplay: Preserving Diverse Solutions in RL Post-Training via Quality-Diversity Searchhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22290/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22290/提出 EliteReplay，利用质量-多样性搜索在强化学习后训练中保留多样化解，缓解策略退化并提升泛化与鲁棒性。Fri, 16 Oct 2026 19:05:22 GMTarXivTowards Continual Learning: Mitigating Forgetting With Subspace Tuninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22293/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22293/提出基于子空间调优的持续学习方法，通过仅在关键子空间更新模型来缓解灾难性遗忘。Fri, 16 Oct 2026 19:05:22 GMTarXivPrivate Retrieval Augmented Generation via Random Projectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22297/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22297/提出基于随机投影的隐私保护检索增强生成方法，在保护查询与文档隐私的同时维持 RAG 的检索与生成效用。Fri, 16 Oct 2026 19:05:22 GMTarXivAI Consilium: a Benchmark of LLM Clinical Multidisciplinary Second Opinionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22298/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22298/构建 AI Consilium 基准，评估大语言模型在多学科临床会诊中提供“第二意见”的能力与可靠性。Fri, 16 Oct 2026 19:05:22 GMTarXivKnowledge That Is Linear Before Fine-Tuning Generalizes After Ithttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22300/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22300/发现微调前呈线性可解码的知识表示能够预测微调后的泛化能力，为知识获取与迁移提供依据。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning to Steer LLM Agents and Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22316/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22316/提出学习式引导方法，使单个 LLM 智能体及多智能体系统能够按目标、约束或偏好调整行为。Fri, 16 Oct 2026 19:05:22 GMTarXivA team of Gemini 4 Argon agents beats Minecrafthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22319/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22319/展示由 Gemini 4 Argon 智能体组成的团队在 Minecraft 中通过协作与规划击败游戏，体现多智能体在开放世界任务中的能力。Fri, 16 Oct 2026 19:05:22 GMTarXivAVC-Reward: Event-Centric Audio-Video Consistency Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22321/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22321/提出以事件为中心的 AVC-Reward，用于评估音视频在事件层面的一致性与生成质量。Fri, 16 Oct 2026 19:05:22 GMTarXivLearning Self-Orchestration in Decentralized Agent Swarmshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22322/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22322/研究去中心化智能体集群中的自编排学习，使多个智能体无需中心控制即可协作分配角色与任务。Fri, 16 Oct 2026 19:05:22 GMTarXivTwice Upon a Time: Complementary Representations for Time-Series Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22327/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22327/提出面向时间序列推理的互补双表示方法，融合不同视角或尺度特征以增强时序建模与推理能力。Fri, 16 Oct 2026 19:05:22 GMTarXivACEdit: Stable Multi-Turn Image Editing via Asymmetric Conditioninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22328/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22328/提出 ACEdit，利用非对称条件机制实现稳定的多轮图像编辑，缓解迭代编辑中的漂移与不一致问题。Fri, 16 Oct 2026 19:05:22 GMTarXivDesigning Transformers for Continuous Diffusion Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22330/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22330/面向连续扩散语言模型重新设计 Transformer 架构，探索更适合扩散式文本生成的注意力与结构选择以提升生成质量。Fri, 16 Oct 2026 19:05:22 GMTarXivKnowGPO: Knowledge-Grouped Policy Optimization for Search Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22331/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22331/提出 KnowGPO，一种按知识分组的策略优化方法，用于提升搜索智能体在复杂检索决策中的训练效果与表现。Fri, 16 Oct 2026 19:05:22 GMTarXivEvaluation Awareness Beyond English: Do LLMs Act Differently When Tested in Indic Languages?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22333/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22333/探究 LLM 在印度语言等非英语评测中是否表现出评测意识并改变行为，揭示跨语言评测下模型行为的潜在差异。Fri, 16 Oct 2026 19:05:22 GMTarXivDexterity from Supervised Playhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22340/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22340/通过监督式“玩耍”学习灵巧操作，表明从演示性游戏数据中可获得可迁移的精细操作技能。Fri, 16 Oct 2026 19:05:22 GMTarXiv3DCodeVerse: Exploring 3D Worlds as Codehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22341/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22341/提出 3DCodeVerse，将 3D 世界表示为代码来探索、构建和操控，为程序化 3D 场景理解与生成提供新范式。Fri, 16 Oct 2026 19:05:22 GMTarXivGeoState: Learning View-Decoupled Geometry States for 3D World Modelinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22343/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22343/提出 GeoState，将 3D 世界模型中的几何状态与视角解耦学习，以提升跨视角一致性和动态 3D 场景建模能力。Fri, 16 Oct 2026 19:05:22 GMTarXivMLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineeringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22344/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22344/提出 MLExpert，一个面向自主机器学习工程的通用智能体模型，旨在统一处理数据、建模与实验迭代等 ML 工程任务并提升自动化能力。Fri, 16 Oct 2026 19:05:22 GMTarXivFDE-Gym: The Last Mile of AI Deliveryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22350/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22350/提出 FDE-Gym 这一面向 AI 交付“最后一公里”的训练或评估环境，用于提升模型落地部署与现场工程实践能力。Fri, 16 Oct 2026 19:05:22 GMTarXivRethinking Routing Exploration in Modern Mixture-of-Expertshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22353/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22353/重新审视现代混合专家模型中的路由探索机制，指出传统探索策略的局限并提出改进方向以提升专家利用效率与模型性能。Fri, 16 Oct 2026 19:05:22 GMTarXivCoDA: Co-Evolution of Data Engines and Action Policieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22362/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22362/提出 CoDA 框架，让数据引擎与动作策略协同演化，通过策略反馈持续改进数据生成并反过来提升决策性能。Fri, 16 Oct 2026 19:05:22 GMTarXivT2-z: Test-Time Optimization of Environment Latents for Robotic World Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22364/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22364/提出 T2-z，在测试时优化环境潜变量以校准机器人世界模型，从而提升对新环境与分布变化的适应性和规划可靠性。Fri, 16 Oct 2026 19:05:22 GMTarXivDiscovering state-of-the-art quantum circuits with large language modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22367/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22367/利用大语言模型自动搜索并发现达到当前最优水平的量子电路，展示 LLM 在量子电路设计中的生成与优化潜力。Fri, 16 Oct 2026 19:05:22 GMTarXivLIBERO-PeRM: Benchmarking Personalized Robotic Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22372/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.22372/提出 LIBERO-PeRM 基准，用于评测机器人操作策略对个性化任务偏好与用户需求的适应能力，推动个性化机器人操作研究。Fri, 16 Oct 2026 19:05:22 GMTarXiv[AINews] Modal’s $1B ARR, $16B Series D makes it NYC’s newest AI Infra Decacorn, 3x usage and 3x valuation in 5 months, 15x in 1 yrhttps://iheadwater.github.io/dailyinfo-web/ai-news/latentspace-25d4d86a138d6ac073a1263c/https://iheadwater.github.io/dailyinfo-web/ai-news/latentspace-25d4d86a138d6ac073a1263c/🧠 模型进展 Google 开始更广泛推送 Gemini 4 Argon，面向编码、金融、法律、网络安全和科学，并称其在量子计算、聚变和蛋白质设计上取得成果，但独立评估显示其可监控性显著下降。 Meta 发布 Muse Wonder，在 Agent Arena 排第12并主打持续编码与健康研究，但官方承认部署存在推理 bug，模型卡也将 3D/空间推理列为已知限制。 SpaceXAI 发布 Grok Voice 3.0，在 Artificial Analysis 语音到语音指数以 86.9 排名第一，首音频延迟 0.81 秒，定价每分钟 0.08 美元。 Ultramarine 1 Flas…Thu, 15 Oct 2026 20:30:32 GMTAI NewsStochastic simulation on the influence of heterogeneous hydraulic conductivity on submarine groundwater discharge flux and salinity distribution in coastal aquifershttps://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-8b9e78b3053bafaa6fe8c9b6/https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-8b9e78b3053bafaa6fe8c9b6/该研究通过随机模拟量化了非均质渗透率对沿海含水层海底地下水排放通量和盐度分布的影响，揭示了水力传导度空间变异在排放通量与盐度分布不确定性中的关键作用。Thu, 15 Oct 2026 20:03:34 GMTPapersInterflow Dynamics of Sediment-Laden Gravity Currents in Salinity-Stratified Reservoirshttps://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-b08d41d682853ef1e6209cb0/https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-b08d41d682853ef1e6209cb0/该研究阐明了盐度分层水库中含沙异重流的间层流动力学机制，揭示盐度分层对泥沙重力流分层输运、流速结构及界面演化的关键控制作用。Thu, 15 Oct 2026 20:03:34 GMTPapersSpatiotemporal Dynamics of Growing‐Season Plant‐Available Water in the Continental United Stateshttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-34ef3debed807c39b0b1482f/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-34ef3debed807c39b0b1482f/该研究刻画了美国本土生长季植物可用水的时空动态，揭示其区域差异和变化趋势对农业与生态系统水资源管理的影响。Thu, 15 Oct 2026 20:03:34 GMTPapersReductions in Climate Zone Changes Under Stratospheric Aerosol Injection Compared to Unabated Warminghttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-8888a6121dd3153558cbcf86/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-8888a6121dd3153558cbcf86/该研究显示，与不减排的持续变暖相比，平流层气溶胶注入可显著减少气候带变化，但并不能完全避免气候区迁移。Thu, 15 Oct 2026 20:03:34 GMTPapersMicrobially Mediated Soil Carbon Sequestration Under Long‐Term Increased Snow Cover: Divergent Mechanisms Between Topsoil and Subsoil in a Temperate Grasslandhttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-93119c6aef02d40b7024263f/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-93119c6aef02d40b7024263f/在温带草原长期增雪背景下，微生物介导的土壤碳固存机制在表层土与底层土中呈现分化，表明评估气候变化下土壤碳汇需区分不同土层过程。Thu, 15 Oct 2026 20:03:34 GMTPapersCompound Risk and Centralized Desalination: Multi‐Hazard Threats to Water Securityhttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-c971eab3a8ce8d367f2a8bb0/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-c971eab3a8ce8d367f2a8bb0/该研究指出集中式海水淡化系统面临多重灾害叠加的复合风险，可能威胁供水安全，需将多灾种耦合纳入水安全规划。Thu, 15 Oct 2026 20:03:34 GMTPapersGlobal Emissions of Air Pollutants From Commercial and Residential Fuel Combustion 1970–2020: Trends, Technology Evolution, and Drivershttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-dea903aaeb5aa5375d6410ad/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-dea903aaeb5aa5375d6410ad/该研究重建了1970—2020年全球商业和居民燃料燃烧大气污染物排放趋势，揭示技术演变与驱动因素如何塑造排放变化。Thu, 15 Oct 2026 20:03:34 GMTPapersSignificant Spatiotemporal Asymmetry in Future Global Rainstorm Flood Riskhttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-e542262e746f22607076bd90/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-e542262e746f22607076bd90/该研究揭示未来全球暴雨洪水风险存在显著的时空不对称性，提示风险评估与适应策略需同时关注高风险热点的时间错位和空间差异。Thu, 15 Oct 2026 20:03:34 GMTPapersCross‐Network Synergies Fundamental to Sustained Global Ocean Carbon Observinghttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-f9053c553e55395595e1b3d0/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-f9053c553e55395595e1b3d0/该研究强调不同海洋碳观测网络之间的协同增效是维持全球海洋碳观测体系可持续性的关键，呼吁通过跨网络整合提升数据连续性与覆盖度。Thu, 15 Oct 2026 20:03:34 GMTPapersTRAILS – a novel framework for time-height-resolved attribution of long-range transported wildfire smokehttps://iheadwater.github.io/dailyinfo-web/papers/gmd-450e545d71581981a2467258/https://iheadwater.github.io/dailyinfo-web/papers/gmd-450e545d71581981a2467258/提出TRAILS框架，实现远距离传输野火烟雾按时间和高度分辨的归因分析，提升对烟雾垂直结构及输送过程的追踪能力。Thu, 15 Oct 2026 20:03:34 GMTPapersA performance-based multivariable weighting framework for WRF parameterization-scheme selectionhttps://iheadwater.github.io/dailyinfo-web/papers/gmd-d3baf8782e3fbff72afe58c2/https://iheadwater.github.io/dailyinfo-web/papers/gmd-d3baf8782e3fbff72afe58c2/提出基于性能的多变量加权框架，用于WRF参数化方案选择，通过综合多变量指标提高方案评估与优选的客观性和可靠性。Thu, 15 Oct 2026 20:03:34 GMTPapersA Hybrid Superdroplet–Bin Microphysics Approach Reveals How Large Salt Particles Trigger Rain in Non‐Precipitating Warm Convective Cloudshttps://iheadwater.github.io/dailyinfo-web/papers/grl-0c699ac36910d56047d7b146/https://iheadwater.github.io/dailyinfo-web/papers/grl-0c699ac36910d56047d7b146/混合超级液滴—分档微物理模拟表明大盐粒可触发本不降水的暖对流云产生降雨。Thu, 15 Oct 2026 20:03:34 GMTPapersThe 2 May 2025 Mw 7.4 Drake Passage Earthquake: Insights Into Tectonics at the Shackleton Fracture Zone–Chilean Trench Transitionhttps://iheadwater.github.io/dailyinfo-web/papers/grl-16ec4d8cbd1d3595b75d7b42/https://iheadwater.github.io/dailyinfo-web/papers/grl-16ec4d8cbd1d3595b75d7b42/对2025年5月2日德雷克海峡Mw 7.4地震的震源分析揭示了沙克尔顿断裂带与智利海沟过渡带的复杂构造与破裂特征。Thu, 15 Oct 2026 20:03:34 GMTPapersCorrecting Unwrapping Errors Toward Reliable Rock Glacier Velocity From InSAR Time Serieshttps://iheadwater.github.io/dailyinfo-web/papers/grl-335bbb14fcf9a3470b310332/https://iheadwater.github.io/dailyinfo-web/papers/grl-335bbb14fcf9a3470b310332/研究提出校正InSAR时序解缠误差的方法，从而提高岩石冰川速度估算的可靠性。Thu, 15 Oct 2026 20:03:34 GMTPapersSeawall‐Induced Isolation Alters Hydrological‐Biogeochemical Conditions in Coastal Wetlandshttps://iheadwater.github.io/dailyinfo-web/papers/grl-40dfb38a84a3f96b4a374ebe/https://iheadwater.github.io/dailyinfo-web/papers/grl-40dfb38a84a3f96b4a374ebe/研究发现海堤造成的水文隔离会显著改变滨海湿地的盐度、水位、氧化还原与营养循环等水文—生物地球化学条件。Thu, 15 Oct 2026 20:03:34 GMTPapersA Generalized Analytical Model for Marine Gas Hydrate Stability Zones With Thermodynamically Constrained Pressure–Temperature Phase Boundaryhttps://iheadwater.github.io/dailyinfo-web/papers/grl-44716f3c9225e447171cdba2/https://iheadwater.github.io/dailyinfo-web/papers/grl-44716f3c9225e447171cdba2/研究提出广义解析模型，以热力学约束的压力—温度相边界刻画海洋天然气水合物稳定带。Thu, 15 Oct 2026 20:03:34 GMTPapersMagnitudes and Rates of Strength‐Drawdown Modulate Injection‐Induced Seismicityhttps://iheadwater.github.io/dailyinfo-web/papers/grl-569632b926fab2bde69398a7/https://iheadwater.github.io/dailyinfo-web/papers/grl-569632b926fab2bde69398a7/研究发现强度降低的幅度及其速率会调制注入诱发地震的频度与强度，为流体注入诱发地震风险评估提供约束。Thu, 15 Oct 2026 20:03:34 GMTPapersAn Improved Dust Emission Modeling With Multiple Endmember Spectral Mixture Analysishttps://iheadwater.github.io/dailyinfo-web/papers/grl-6994daf65661b3af449ed61e/https://iheadwater.github.io/dailyinfo-web/papers/grl-6994daf65661b3af449ed61e/研究利用多端元光谱混合分析改进粉尘排放建模，更准确刻画地表组分差异对粉尘释放的影响。Thu, 15 Oct 2026 20:03:34 GMTPapersDecadal Sea Level Variability Along the U.S. East Coast: Roles of Extratropical Versus Tropical Climate Modes Over the North Atlantic Oceanhttps://iheadwater.github.io/dailyinfo-web/papers/grl-bc56dbbbf91bd456ae54cb97/https://iheadwater.github.io/dailyinfo-web/papers/grl-bc56dbbbf91bd456ae54cb97/研究揭示北大西洋温带与热带气候模态对美国东海岸年代际海平面变率的相对贡献及不同作用机制。Thu, 15 Oct 2026 20:03:34 GMTPapersEnhancement of the Nighttime Ocean Cool Skin Effect by Natural Surfactantshttps://iheadwater.github.io/dailyinfo-web/papers/grl-be253ad3612e64ebbb71832d/https://iheadwater.github.io/dailyinfo-web/papers/grl-be253ad3612e64ebbb71832d/研究表明天然表面活性剂会增强夜间海洋冷皮效应，进而影响海表微层温度与热通量估算。Thu, 15 Oct 2026 20:03:34 GMTPapersImpacts of Sea Surface Temperature Warming Pattern Biases on Tropical Cyclone Activity and Hazardhttps://iheadwater.github.io/dailyinfo-web/papers/grl-ce5ce12e8f540767842e0f63/https://iheadwater.github.io/dailyinfo-web/papers/grl-ce5ce12e8f540767842e0f63/研究表明海表温度增暖空间型偏差会显著改变热带气旋活动及灾害风险的模拟与预估。Thu, 15 Oct 2026 20:03:34 GMTPapersEvidence of vertical soil hydraulic heterogeneity regulating hydrothermal simulations in Qinghai–Tibetan Plateau wetlandshttps://iheadwater.github.io/dailyinfo-web/papers/hess-743d4ce7a81777fa1f258221/https://iheadwater.github.io/dailyinfo-web/papers/hess-743d4ce7a81777fa1f258221/该研究提供青藏高原湿地土壤水力性质垂向非均质性的证据，表明这种非均质性控制着湿地水热过程模拟，忽略它会显著影响模拟与预测结果。Thu, 15 Oct 2026 20:03:34 GMTPapersChanges in groundwater-surface water interactions following two centuries of irrigation practices and groundwater use in the Upper Ganges-Yamuna interfluve, North Indiahttps://iheadwater.github.io/dailyinfo-web/papers/hess-98a1725a70481a82bd875095/https://iheadwater.github.io/dailyinfo-web/papers/hess-98a1725a70481a82bd875095/通过重建印度上恒河—亚穆纳河间地近两个世纪的灌溉与地下水开采历史，研究揭示长期人类用水已显著改变地下水—地表水交换关系，并指出这对区域水资源可持续管理至关重要。Thu, 15 Oct 2026 20:03:34 GMTPapersA Monsoon‐Season Precipitation δ18O Isoscape for India: Insights Into Moisture Recycling and Atmospheric Transporthttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-084238ca400c52ebf04cd052/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-084238ca400c52ebf04cd052/该研究构建印度季风降水δ18O等值景观图，揭示水分再循环和大气传输对降水同位素空间格局的关键控制。Thu, 15 Oct 2026 20:03:34 GMTPapersWhat Controls the Spatial Variation in Thermal Sensitivity in a Cascades River Basin During an Extreme Heat Year?https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-1bd1276ea2af62a46805f722/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-1bd1276ea2af62a46805f722/该研究识别出极端高温年喀斯喀特流域河流热敏感性的空间差异主要受流量、地下水交换和河岸遮荫等因素调控。Thu, 15 Oct 2026 20:03:34 GMTPapersDeep Seepage Estimation Under Forests in the North German Lowlands—A Deuterium Oxide Labeling Experiment in a Scots Pine and Douglas Fir Standhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-3d2ae1d3be7398057deb8431/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-3d2ae1d3be7398057deb8431/利用氧化氘标记实验估算德国北部低地森林深层渗漏，并比较欧洲赤松与花旗松林分下深层补给差异。Thu, 15 Oct 2026 20:03:34 GMTPapersApplication of a Budyko‐LMDI Framework to Evaluate Runoff and Sediment Attribution Across Multi‐Hydrological Periods in the Western Loess Plateauhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-41654b3cb0d7119be159d176/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-41654b3cb0d7119be159d176/应用Budyko-LMDI框架量化了黄土高原西部多水文时期径流与泥沙变化的归因，识别出气候变化和人类活动在不同阶段的相对贡献。Thu, 15 Oct 2026 20:03:34 GMTPapersInfluence of Irrigation and Topography on Groundwater Recharge in the Canadian Prairieshttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-448ab1c9243aaf23aa72b685/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-448ab1c9243aaf23aa72b685/该研究发现加拿大草原地区灌溉与地形共同控制地下水补给空间格局，灌溉增强局部补给而地形重新分配水分与补给路径。Thu, 15 Oct 2026 20:03:34 GMTPapersVariable Source Area Runoff Representation in the Water Erosion Prediction Project (WEPP) Model Using Multiple Overland Flow Elementshttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-4bd1ff38d5645967f6817d1d/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-4bd1ff38d5645967f6817d1d/该研究利用多坡面流元素在WEPP模型中表征可变源区径流，提高了对源区空间变化及其侵蚀-水文响应的模拟能力。Thu, 15 Oct 2026 20:03:34 GMTPapersVegetation‐Dependent Transformation of Rainfall: Throughfall Drop Size Distribution Under Contrasting Vegetation Typeshttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-528dfe86c0ebdca421ab87f3/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-528dfe86c0ebdca421ab87f3/发现不同植被类型显著改变穿透雨滴谱分布，说明冠层结构对降雨输入转化具有植被依赖性。Thu, 15 Oct 2026 20:03:34 GMTPapersSurface Water‐Groundwater Interactions Revealed by Coupling a Glacier‐Enhanced SWAT Model With MODFLOW in Cryosphere Watershedhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-5b77bff4e649fa192a664ec3/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-5b77bff4e649fa192a664ec3/将冰川增强型SWAT模型与MODFLOW耦合，揭示了冰冻圈流域地表水—地下水相互作用的时空特征及冰川融水对地下水补排的关键影响。Thu, 15 Oct 2026 20:03:34 GMTPapersEvaluating Hydrological Process Information for Testing Models as Hypotheses Using a Virtual Reality Modelhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-65837aaafd504b39e5877af3/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-65837aaafd504b39e5877af3/该研究利用虚拟现实模型评估水文过程信息在“模型即假设”检验中的作用，表明过程信息有助于提升模型区分与假设检验能力。Thu, 15 Oct 2026 20:03:34 GMTPapersSlope Effect of Soil Detachment Capacity on Steep Colluvial Deposits in Southern Chinahttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-758546341a463934f44bea37/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-758546341a463934f44bea37/研究华南陡坡崩积层土壤分离能力，发现坡度通过改变侵蚀动力显著影响土壤分离能力。Thu, 15 Oct 2026 20:03:34 GMTPapersVariation and Drivers of Water Chemistry in a Low‐Relief Wetlandscapehttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-759a299cac9e15a4e80d998d/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-759a299cac9e15a4e80d998d/阐明低起伏湿地景观水化学的空间变异及其驱动因素，强调水文连通与景观位置对水质的作用。Thu, 15 Oct 2026 20:03:34 GMTPapersThe Impact of Model Resolution on the Water Balance of a Dryland Basinhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-7f1a19e57ba4a1df2f744dc8/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-7f1a19e57ba4a1df2f744dc8/评估模型分辨率对旱区流域水量平衡的影响，指出分辨率变化会改变蒸散发与径流等水分分量的分配。Thu, 15 Oct 2026 20:03:34 GMTPapersSeasonal Variability of Water Vapour Dynamics in the Semi‐Arid Region of Western India—Revelations From Isotopic Investigation at Mt. Abu, Rajasthanhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-916572dd069e894991950540/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-916572dd069e894991950540/通过阿布山同位素观测揭示了印度西部半干旱区水汽动态的季节变化及其主要水汽来源与输送过程。Thu, 15 Oct 2026 20:03:34 GMTPapersEvaluating GRACE‐Derived Total Water Storage Anomalies as an Indicator of Growing‐Season Streamflow Drought Frequency in the Eastern United Stateshttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-b22be9e3815fe74183ce5c59/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-b22be9e3815fe74183ce5c59/该研究评估GRACE总水储量异常对美国东部生长季河流干旱频率的指示能力，发现其能捕捉干旱信号但受区域水文地质与季节尺度调节。Thu, 15 Oct 2026 20:03:34 GMTPapersEnhanced Riverine Macroplastic Interception by Detached Groynes: A Laboratory Investigation With and Without an Artificial Vegetation Patchhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-b8b5738c5a83246ee76a7c5d/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-b8b5738c5a83246ee76a7c5d/实验室研究表明，分离式丁坝可增强河流大塑料拦截，而人工植被斑块会进一步调节其截留效率。Thu, 15 Oct 2026 20:03:34 GMTPapersCatchment Hysteresis From Pathway Branching and Storage Trapping: A Two‐Parameter Mittag‐Leffler Closure and Its Application to the Great Catchment Hysteresis Challengehttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-b99f22541269802be18e8d86/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-b99f22541269802be18e8d86/提出双参数Mittag-Leffler闭合框架，将流域路径分支与蓄水滞留解释为滞后机制，并在Great Catchment Hysteresis Challenge中验证其对降雨-径流滞回关系的刻画能力。Thu, 15 Oct 2026 20:03:34 GMTPapersRiverine Hydrochemistry in the Headwaters of China's Central Asian Transboundary Rivers: Insights Into Chemical Weathering, CO2 Consumption and Controlling Factorshttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-bb5661869f9d8edd33e2652e/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-bb5661869f9d8edd33e2652e/通过中亚跨境河流源头水化学分析，揭示化学风化与CO2消耗特征及其主要控制因素。Thu, 15 Oct 2026 20:03:34 GMTPapersHydrological Controls on Drip Water δ18O Heterogeneity: A 4‐Year Monitoring Study in Remi Cave, Southern Chinahttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-bca3a4ee6c804b3547926c77/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-bca3a4ee6c804b3547926c77/四年监测表明中国南方Remi洞滴水δ18O异质性受降水、土壤-岩溶水混合及滴水路径等水文过程控制，为古气候记录解译提供依据。Thu, 15 Oct 2026 20:03:34 GMTPapersFrom Source Waters to Rivers: Fe‐Rich Colloids Control Carbon and Metal Partitioning in Western Siberian Hydrological Continuahttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-c2317d94b607a411c27e8566/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-c2317d94b607a411c27e8566/该研究发现西伯利亚水文连续体中富铁胶体是控制碳和金属分配的关键，从源水到河流输运过程中影响元素迁移与归趋。Thu, 15 Oct 2026 20:03:34 GMTPapersLinkages Between Dissolved Organic Matter Quality and Denitrification Potential in Surface Water and Groundwater Mixing Zoneshttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-d62a39e6f9af4ec547e45ada/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-d62a39e6f9af4ec547e45ada/该研究揭示地表水-地下水混合带中溶解性有机质质量与反硝化潜力的耦合关系，表明有机质组成和生物可利用性调控硝酸盐去除。Thu, 15 Oct 2026 20:03:34 GMTPapersStable but Transient—Episodic Sensitivity in a Buffered German Karst Headwater Streamhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-e8851ec34b787873fb000e38/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-e8851ec34b787873fb000e38/发现缓冲型德国喀斯特源头溪流总体稳定但具有间歇性敏感事件，揭示其对脉冲输入的短暂水文与水质响应。Thu, 15 Oct 2026 20:03:34 GMTPapersHydrological Uncertainty Across Snow‐ and Rainfall‐Dominated Sub‐Basins of a Partially Glacierized Himalayan Catchmenthttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-ed8bf2a8f251ec0580fe511e/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-ed8bf2a8f251ec0580fe511e/该研究揭示部分冰川化喜马拉雅流域中雪主导与雨主导子流域的水文不确定性差异，强调融雪-降雨比例对径流预测不确定性的关键控制。Thu, 15 Oct 2026 20:03:34 GMTPapersSpatial Decoupling of Aquatic and Terrestrial Carbon Fluxes in a Tropical Andean Headwater Corridorhttps://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-f125052f84c945fcace5881a/https://iheadwater.github.io/dailyinfo-web/papers/hydrologicalprocesses-f125052f84c945fcace5881a/揭示热带安第斯源头廊道中水生与陆源碳通量在空间上解耦，表明二者受不同水文-地貌过程控制。Thu, 15 Oct 2026 20:03:34 GMTPapersImpact of Spatially Continuous Urban Surface Properties on Summertime and Heatwave Simulations: A Multi‐City Analysishttps://iheadwater.github.io/dailyinfo-web/papers/james-e0ff36c4713e1b67d8b15213/https://iheadwater.github.io/dailyinfo-web/papers/james-e0ff36c4713e1b67d8b15213/该多城市研究通过引入空间连续的城市地表属性，评估其对夏季与热浪模拟的影响，发现空间连续表征能改善城市气温和热浪模拟，并凸显城市内部地表异质性在极端高温响应中的关键作用。Thu, 15 Oct 2026 20:03:34 GMTPapersProcess-based modeling of managed aquifer recharge in a hillslope-valley system under two contrasting climatic regimeshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-3cab1b1f5c7bea2bc63e680d/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-3cab1b1f5c7bea2bc63e680d/该研究基于过程模型刻画了山坡-河谷系统在两种对比气候情景下管理含水层补给（MAR）的入渗、储存与恢复过程，揭示了气候制度对补给效率与地下水回补空间格局的控制作用。Thu, 15 Oct 2026 20:03:34 GMTPapersAnalytical stochastic framework for coupled heat and moisture transfer in permafrost active layers with hydraulic parameter and thermal conductivity heterogeneity during seasonal thawinghttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-441b9d0f9981bca1cf1d32cf/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-441b9d0f9981bca1cf1d32cf/研究建立了考虑水力参数与热导率空间异质性的解析随机框架，用于描述季节性融化期多年冻土活动层中热量与水分耦合传输的统计特征。Thu, 15 Oct 2026 20:03:34 GMTPapersSpatiotemporal evolution and drivers of compound dry-hot and wet-hot events in a changing climatehttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-5634dad11e2df15891fb60ed/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-5634dad11e2df15891fb60ed/研究识别了气候变化背景下复合干热与湿热事件在时空上的演变特征及其主导驱动因子，指出水热耦合极端事件的范围与频率正在发生显著改变。Thu, 15 Oct 2026 20:03:34 GMTPapersBuilding a data-driven conceptual model of the hydrological functioning of the Taita Hills tropical water tower system in Kenyahttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-5bab61cd7284b9c5625e5985/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-5bab61cd7284b9c5625e5985/研究通过数据驱动方式构建了肯尼亚Taita Hills热带水塔系统的水文功能概念模型，为数据稀缺山区的水资源管理与集水区保护提供了可外推的机理认识。Thu, 15 Oct 2026 20:03:34 GMTPapersOccurrence-rate nonstationarity alters design rainfall return levels: A decomposed Poisson-GPD analysis across contrasting hydroclimatic regimeshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-f514a876de12aa06d3ef410d/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-f514a876de12aa06d3ef410d/基于分解式Poisson-GPD分析，研究发现降雨事件发生率非平稳性会显著改变设计降雨重现水平，且其影响在不同水文气候区之间存在明显差异。Thu, 15 Oct 2026 20:03:34 GMTPapersGrowing plane and ship traffic degrade the air of western North Americahttps://iheadwater.github.io/dailyinfo-web/papers/nature-112456ec224727607db55c2d/https://iheadwater.github.io/dailyinfo-web/papers/nature-112456ec224727607db55c2d/研究指出航空与航运交通增长正在恶化北美西部空气质量，提示需关注跨境运输排放影响。Thu, 15 Oct 2026 20:03:34 GMTPapersIs AI eroding PhD students’ critical thinking and analysis skills?https://iheadwater.github.io/dailyinfo-web/papers/nature-1d5cb34a622419a3ae803c87/https://iheadwater.github.io/dailyinfo-web/papers/nature-1d5cb34a622419a3ae803c87/探讨 AI 工具是否削弱博士生批判性思维与分析能力，并引发对科研训练方式的反思。Thu, 15 Oct 2026 20:03:34 GMTPapersArXiv versus AI slop: will capping preprint submissions work?https://iheadwater.github.io/dailyinfo-web/papers/nature-36e7009b76c9a4866200c72c/https://iheadwater.github.io/dailyinfo-web/papers/nature-36e7009b76c9a4866200c72c/探讨 arXiv 限制预印本提交量能否遏制 AI 生成低质论文泛滥，并分析该政策对开放科学与学术交流的潜在影响。Thu, 15 Oct 2026 20:03:34 GMTPapers‘Incredible’: bleached corals thrive within days when touching healthy neighbourhttps://iheadwater.github.io/dailyinfo-web/papers/nature-6899b467d1204a79857a37f1/https://iheadwater.github.io/dailyinfo-web/papers/nature-6899b467d1204a79857a37f1/研究发现白化珊瑚在接触健康邻近珊瑚后数天内即恢复生机，为珊瑚礁修复提供新线索。Thu, 15 Oct 2026 20:03:34 GMTPapersOrangutan mothers arrange play dates for their babieshttps://iheadwater.github.io/dailyinfo-web/papers/nature-a4dfc9bdd28885e56103d2b2/https://iheadwater.github.io/dailyinfo-web/papers/nature-a4dfc9bdd28885e56103d2b2/研究发现红毛猩猩母亲会为幼崽安排社交玩耍机会，揭示其复杂社会行为与育儿策略。Thu, 15 Oct 2026 20:03:34 GMTPapersNearly half of reef-building corals face elevated relative risk of extinctionhttps://iheadwater.github.io/dailyinfo-web/papers/nature-b0c93b4c7d11ecac538a59c3/https://iheadwater.github.io/dailyinfo-web/papers/nature-b0c93b4c7d11ecac538a59c3/评估显示近半数造礁珊瑚面临更高的相对灭绝风险，凸显全球珊瑚礁保护的紧迫性。Thu, 15 Oct 2026 20:03:34 GMTPapersWorld’s timekeepers upend how they adjust time to avoid catastrophic ‘negative second’https://iheadwater.github.io/dailyinfo-web/papers/nature-bb0953d8e08ff52e74638248/https://iheadwater.github.io/dailyinfo-web/papers/nature-bb0953d8e08ff52e74638248/全球计时机构改革闰秒调整方式，以避免出现可能扰乱时钟系统的负闰秒。Thu, 15 Oct 2026 20:03:34 GMTPapersMargaret Hamilton obituary: computer scientist who pioneered software engineering and helped us get to the Moonhttps://iheadwater.github.io/dailyinfo-web/papers/nature-d0daa79ba328382e5025064f/https://iheadwater.github.io/dailyinfo-web/papers/nature-d0daa79ba328382e5025064f/讣告纪念软件工程先驱玛格丽特·汉密尔顿，她为阿波罗登月任务开发关键飞行软件并奠定现代软件工程基础。Thu, 15 Oct 2026 20:03:34 GMTPapersDaily briefing: China’s extraordinary rise in sciencehttps://iheadwater.github.io/dailyinfo-web/papers/nature-d9640a0a59f05dacb57d9124/https://iheadwater.github.io/dailyinfo-web/papers/nature-d9640a0a59f05dacb57d9124/每日简报聚焦中国在科学研究领域的非凡崛起及其对全球科研格局的影响。Thu, 15 Oct 2026 20:03:34 GMTPapersGive me the good news: four science stories to brighten your dayhttps://iheadwater.github.io/dailyinfo-web/papers/nature-f5fe077c1cb06f543935ae05/https://iheadwater.github.io/dailyinfo-web/papers/nature-f5fe077c1cb06f543935ae05/汇集四个鼓舞人心的科学故事，以积极进展缓解科研新闻中的负面情绪。Thu, 15 Oct 2026 20:03:34 GMTPapersHigh wind speed reduces water use efficiency across terrestrial ecosystemshttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-1e91911995af40c08bc88ab5/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-1e91911995af40c08bc88ab5/全球尺度分析表明，高风速会普遍降低陆地生态系统的水分利用效率，提示风况变化可能加剧植被的水碳权衡。Thu, 15 Oct 2026 20:03:34 GMTPapersPrioritizing demand-side use of clean hydrogen for cost-effective mitigationhttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-391f8ebae0a29ab04cedb2c0/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-391f8ebae0a29ab04cedb2c0/研究指出，清洁氢应优先用于难以直接电气化的需求侧部门，以降低整体减排成本并提升缓解政策的成本有效性。Thu, 15 Oct 2026 20:03:34 GMTPapersCombining climate policy instruments for a just transition to a climate-neutral economyhttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-86c38cdeccfd5b1edafa81a0/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-86c38cdeccfd5b1edafa81a0/研究强调，将碳定价、监管与社会补偿等气候政策工具组合使用，有助于在实现气候中性经济的同时推动公正转型。Thu, 15 Oct 2026 20:03:34 GMTPapersWarming oceans hit the battlefieldhttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-a17876b6669b772b01273fa6/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-a17876b6669b772b01273fa6/文章揭示海洋变暖正改变海上战场环境与军事行动条件，凸显气候变化对安全与冲突风险的现实影响。Thu, 15 Oct 2026 20:03:34 GMTPapersWarming-driven lower-tropospheric stratification intensifies ducting over global oceanshttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-cee4e897f055abb39abebd94/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-cee4e897f055abb39abebd94/研究发现，气候变暖增强低对流层分层，从而使全球海洋上空的大气波导效应加剧，可能影响雷达与通信等系统。Thu, 15 Oct 2026 20:03:34 GMTPapersRNF130 ameliorates renal injury and inflammation by inhibiting macrophage pyroptosis through ubiquitination degradation of PDCD4 in male micehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-07e6fc09901d2fce09c0c461/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-07e6fc09901d2fce09c0c461/在雄性小鼠中，RNF130通过泛素化降解PDCD4抑制巨噬细胞焦亡，从而减轻肾损伤和炎症。Thu, 15 Oct 2026 20:03:34 GMTPapersAsymmetric synthesis of azabicyclo[2.1.1]hexanes via electrochemical haloamination of methylenecyclobutaneshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-0afaf753f42afae7c5ae309d/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-0afaf753f42afae7c5ae309d/通过亚甲基环丁烷的电化学卤胺化反应，实现了氮杂双环[2.1.1]己烷的不对称合成，为构建三维饱和氮杂环骨架提供了新策略。Thu, 15 Oct 2026 20:03:34 GMTPapersRegulating sodium deposition and interfacial chemistry via sulfur-embedded carbon spheres enables high-power Ah-level sodium-metal batterieshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-174e81d31ee9cd255b736c24/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-174e81d31ee9cd255b736c24/通过硫嵌入碳球调控钠沉积与界面化学，实现高功率安时级钠金属电池。Thu, 15 Oct 2026 20:03:34 GMTPapersPotential exposure risk of global timber production, carbon stocking, and biodiversity to forest pestshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-2039aa82941dc36fe5d91f9d/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-2039aa82941dc36fe5d91f9d/揭示全球木材生产、碳储与生物多样性对森林害虫的潜在暴露风险及其空间格局。Thu, 15 Oct 2026 20:03:34 GMTPapersElectronic tuning of dynamic imine bonds enables programmable pore gating in metal–organic frameworkshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-24d6eb484cb2b1f79a7158d4/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-24d6eb484cb2b1f79a7158d4/通过电子调变动态亚胺键，实现了金属有机框架中可编程的孔道门控，从而按需调控客体分子吸附与传输。Thu, 15 Oct 2026 20:03:34 GMTPapersNationwide implementation of digital non-communicable diseases screening in Indonesia’s primary care systemhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-27fa33004c4d9039a6498ffd/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-27fa33004c4d9039a6498ffd/印度尼西亚在初级保健系统中全国实施数字化非传染性疾病筛查，展示了大规模推广的可行性与对筛查管理的影响。Thu, 15 Oct 2026 20:03:34 GMTPapersElevated prenatal IL-6 levels disrupt early patterns of hippocampal electrical activity and chloride homeostasis by targeting GABAergic signaling at perinatal stagehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-280feff225be209c3249df11/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-280feff225be209c3249df11/产前IL-6升高通过围产期靶向GABA能信号，扰乱海马早期电活动模式与氯离子稳态，连接母体炎症与神经发育异常。Thu, 15 Oct 2026 20:03:34 GMTPapersA robust and accurate two-sample Mendelian randomization method with a large number of genetic variantshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-45409af5e80d6c316328d00e/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-45409af5e80d6c316328d00e/提出一种可处理大量遗传变异的两样本孟德尔随机化方法，在稳健性和准确性上优于现有方法。Thu, 15 Oct 2026 20:03:34 GMTPapersAbsorbing exceptional point of coherent vortex beamshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-5121925ac6261711eb080815/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-5121925ac6261711eb080815/揭示相干涡旋光束中的吸收奇异点及其特性。Thu, 15 Oct 2026 20:03:34 GMTPapersAuthor Correction: Obesity-associated macrophages dictate adipose stem cell ferroptosis and visceral fat dysfunction by propagating mitochondrial fragmentationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-6533c7a33c8d071f01285956/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-6533c7a33c8d071f01285956/该更正修正了肥胖相关巨噬细胞通过传播线粒体碎片诱导脂肪干细胞铁死亡和内脏脂肪功能障碍的原文内容。Thu, 15 Oct 2026 20:03:34 GMTPapersRapid and versatile water-promoted oxidative [3+2] cycloadditionhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-6d0fd01c1b0e810be96c25f2/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-6d0fd01c1b0e810be96c25f2/开发一种快速、通用且由水促进的氧化[3+2]环加成反应。Thu, 15 Oct 2026 20:03:34 GMTPapersPhotoreversible defect complexation dynamically modulates guest adsorption in metal-organic frameworkshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-82542a971757862680f1c6c7/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-82542a971757862680f1c6c7/利用光可逆的缺陷络合作用，动态调控金属有机框架中的客体吸附，实现光控吸附与释放。Thu, 15 Oct 2026 20:03:34 GMTPapersHigh fiber diet mitigates exposure risk of nanoplastics in male micehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-8bc390d408a2d27646b965db/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-8bc390d408a2d27646b965db/高纤维饮食可减轻雄性小鼠的纳米塑料暴露风险，提示膳食纤维可能降低纳米塑料相关毒性。Thu, 15 Oct 2026 20:03:34 GMTPapersDesigning nonlinear perturbative metamaterials that computehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9cfbc1ff505b2e21e3e96b89/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9cfbc1ff505b2e21e3e96b89/设计出能够执行计算的非线性微扰超材料，展示了超材料在波或机械域中实现复杂信息处理的能力。Thu, 15 Oct 2026 20:03:34 GMTPapersGenome-wide studies define genetic mechanisms of IgA vasculitishttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-b569642a2b5a301700e80407/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-b569642a2b5a301700e80407/全基因组研究解析了IgA血管炎的遗传机制，识别出易感位点与相关通路，深化了对该病发病机制的理解。Thu, 15 Oct 2026 20:03:34 GMTPapersTissue composition shapes differential skeletal integration strategies during axolotl limb regenerationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-d7b5a964eace1f4f5392ba7d/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-d7b5a964eace1f4f5392ba7d/揭示美西螈肢体再生过程中组织组成决定骨骼整合策略的差异。Thu, 15 Oct 2026 20:03:34 GMTPapersRevisiting genome-guided RNA localization in bacteriahttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e1e278f91ec07d31694984e7/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e1e278f91ec07d31694984e7/重新评估细菌中由基因组引导的RNA定位机制。Thu, 15 Oct 2026 20:03:34 GMTPapersAberrant one-carbon metabolism and ancestral genetics underlie edematous severe acute malnutritionhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e3c34b7f857d54ec8980593c/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e3c34b7f857d54ec8980593c/研究发现水肿型严重急性营养不良与一碳代谢异常及祖先遗传背景相关，提示其潜在生物标志物和干预靶点。Thu, 15 Oct 2026 20:03:34 GMTPapersAcute priming using elevated fluid viscosity recovers young-like single-cell surveillance behaviors in aged human T cellshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ea9c6a288e81cf6c0c125c5b/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ea9c6a288e81cf6c0c125c5b/利用提高流体黏度的急性预处理可恢复衰老人类T细胞年轻样的单细胞巡查行为。Thu, 15 Oct 2026 20:03:34 GMTPapersQuantifying assets for the geopolitics of climate change mitigationhttps://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-63f07b194f72932b8fe96b65/https://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-63f07b194f72932b8fe96b65/研究量化了化石燃料、关键矿产和可再生能源等气候减缓相关资产的地理分布，揭示其如何重塑全球气候地缘政治中的权力与谈判格局。Thu, 15 Oct 2026 20:03:34 GMTPapersSkill and spatial mismatches for sustainable development in Brazilhttps://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-f57573ed35f9fa69310171f0/https://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-f57573ed35f9fa69310171f0/研究揭示巴西可持续发展面临技能供给与空间需求之间的错配，指出需通过区域化教育培训和劳动力流动政策使绿色转型机会与本地能力相匹配。Thu, 15 Oct 2026 20:03:34 GMTPapersAtmospheric drying translates unevenly into river droughthttps://iheadwater.github.io/dailyinfo-web/papers/naturewater-e3aee04b6066f22a7c6643c2/https://iheadwater.github.io/dailyinfo-web/papers/naturewater-e3aee04b6066f22a7c6643c2/该研究揭示大气干燥向河流干旱的传导存在显著空间不均衡，表明不同流域对大气干燥的敏感性差异会加剧河流干旱风险的局部分化。Thu, 15 Oct 2026 20:03:34 GMTPapersAreal reduction factors from high-resolution rain gauges in Austriahttps://iheadwater.github.io/dailyinfo-web/papers/nhess-94753a2bbe40f736fe8667a1/https://iheadwater.github.io/dailyinfo-web/papers/nhess-94753a2bbe40f736fe8667a1/该研究基于奥地利高分辨率雨量计资料推导面雨量折减系数（ARFs），揭示其随面积增大和持续时间延长而降低并存在区域与重现期差异，为本地化设计暴雨和洪水风险评估提供了更高时空分辨率的经验依据。Thu, 15 Oct 2026 20:03:34 GMTPapersTwin-satellite constraints from GF-5B and DQ-1 enable hourly near-surface NO<sub>2</sub> estimation across Chinahttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-96cfb258553681b9384e8dea/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-96cfb258553681b9384e8dea/利用GF-5B与DQ-1双卫星联合约束，该研究实现了中国近地表NO2的小时级估算。Thu, 15 Oct 2026 20:03:34 GMTPapersIntegrating Landsat and ECOSTRESS to explore the value of additional thermal infrared satellite observations for field-scale evapotranspiration mappinghttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-9bf7719a90cf2145cf7a2b63/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-9bf7719a90cf2145cf7a2b63/通过整合Landsat与ECOSTRESS数据，该研究评估了额外热红外卫星观测对田块尺度蒸散发制图的价值。Thu, 15 Oct 2026 20:03:34 GMTPapersAn elegy for the unsung world-buildershttps://iheadwater.github.io/dailyinfo-web/papers/science-078c741fe2e0b8626d5ea2ca/https://iheadwater.github.io/dailyinfo-web/papers/science-078c741fe2e0b8626d5ea2ca/一篇悼文致敬那些默默无闻却塑造了世界的建设者。Thu, 15 Oct 2026 20:03:34 GMTPapers‘Super’ El Niño spurs research on ecosystem impactshttps://iheadwater.github.io/dailyinfo-web/papers/science-0acb6bbd94318bff368a79d9/https://iheadwater.github.io/dailyinfo-web/papers/science-0acb6bbd94318bff368a79d9/超级厄尔尼诺事件促使科学家加强研究其对生态系统的广泛影响，揭示极端气候下生态响应与恢复的关键机制。Thu, 15 Oct 2026 20:03:34 GMTPapersTo reverse nature loss, change what drives ithttps://iheadwater.github.io/dailyinfo-web/papers/science-16345952ffff296fd058a361/https://iheadwater.github.io/dailyinfo-web/papers/science-16345952ffff296fd058a361/文章主张扭转自然丧失必须改变其根本驱动因素，如不可持续的生产消费模式、土地利用、气候变化和污染，而非仅治理表面症状。Thu, 15 Oct 2026 20:03:34 GMTPapersPrioritize contaminants of emerging concern in the High Seas Treatyhttps://iheadwater.github.io/dailyinfo-web/papers/science-1918434c7119cd5111282703/https://iheadwater.github.io/dailyinfo-web/papers/science-1918434c7119cd5111282703/文章呼吁在《公海条约》实施中优先管控新出现污染物，以保护海洋生物多样性和人类健康。Thu, 15 Oct 2026 20:03:34 GMTPapersFrequency encoding regulates cell type composition in the small intestinehttps://iheadwater.github.io/dailyinfo-web/papers/science-22c53c30d71ebf0f062ebeb2/https://iheadwater.github.io/dailyinfo-web/papers/science-22c53c30d71ebf0f062ebeb2/揭示频率编码调控小肠细胞类型组成，为理解小肠上皮细胞比例维持提供新机制。Thu, 15 Oct 2026 20:03:34 GMTPapersIn Science Journalshttps://iheadwater.github.io/dailyinfo-web/papers/science-24d98f4a8b04c43059addaf5/https://iheadwater.github.io/dailyinfo-web/papers/science-24d98f4a8b04c43059addaf5/汇总介绍《Science》系列期刊近期发表的多项研究亮点，帮助读者快速了解各领域重要进展。Thu, 15 Oct 2026 20:03:34 GMTPapersNew tools may help decide who needs antidepressantshttps://iheadwater.github.io/dailyinfo-web/papers/science-2b2c398bb34de053da2fa254/https://iheadwater.github.io/dailyinfo-web/papers/science-2b2c398bb34de053da2fa254/新工具可能帮助判断哪些抑郁症患者最需要或最可能受益于抗抑郁药，从而推动更精准的精神医学决策。Thu, 15 Oct 2026 20:03:34 GMTPapersNIH revives network to study emerging diseases—but its new restrictions baffle scientistshttps://iheadwater.github.io/dailyinfo-web/papers/science-4548c1aa639b0d4374fb8b95/https://iheadwater.github.io/dailyinfo-web/papers/science-4548c1aa639b0d4374fb8b95/美国NIH重启新发疾病研究网络，但新增限制令科学家困惑，可能影响疫情准备与病原体研究的协作效率。Thu, 15 Oct 2026 20:03:34 GMTPapersDeterministic generation and distribution of genuine multipartite entanglement in macroscopic acoustic resonatorshttps://iheadwater.github.io/dailyinfo-web/papers/science-48315dc3a9a5cbca7b30e516/https://iheadwater.github.io/dailyinfo-web/papers/science-48315dc3a9a5cbca7b30e516/在宏观声学谐振器中确定性产生并分配真正的多体纠缠，将量子纠缠拓展到宏观尺度。Thu, 15 Oct 2026 20:03:34 GMTPapersOpenAI just changed math forever. Exactly how, no one yet knowshttps://iheadwater.github.io/dailyinfo-web/papers/science-4858dd1a50e8cd8d2afc4db5/https://iheadwater.github.io/dailyinfo-web/papers/science-4858dd1a50e8cd8d2afc4db5/OpenAI的新模型被认为改变了数学研究，但其具体突破机制尚未被理解，引发对AI数学能力与可解释性的讨论。Thu, 15 Oct 2026 20:03:34 GMTPapersRegulation of target gene expression by chromatin-associated protein-coding transcripts in plantshttps://iheadwater.github.io/dailyinfo-web/papers/science-4a8b3b6d5784765afb28dff2/https://iheadwater.github.io/dailyinfo-web/papers/science-4a8b3b6d5784765afb28dff2/发现植物中与染色质结合的蛋白编码转录本可调控靶基因表达，拓展了编码RNA的功能认识。Thu, 15 Oct 2026 20:03:34 GMTPapersModular van der Waals MOSFETs through layer-by-layer chalcogen substitutionshttps://iheadwater.github.io/dailyinfo-web/papers/science-4e29d01249a7d39f539c09f3/https://iheadwater.github.io/dailyinfo-web/papers/science-4e29d01249a7d39f539c09f3/通过逐层硫族元素替代构建模块化范德华MOSFET，实现对器件电学特性的精细调控。Thu, 15 Oct 2026 20:03:34 GMTPapersAI takes a bite out of math’s hardest problemhttps://iheadwater.github.io/dailyinfo-web/papers/science-610e652431703038c3d1e40c/https://iheadwater.github.io/dailyinfo-web/papers/science-610e652431703038c3d1e40c/报道称人工智能在数学最难问题之一上取得进展，显示机器学习正成为推动数学发现的新兴工具。Thu, 15 Oct 2026 20:03:34 GMTPapersSpeaking with authorityhttps://iheadwater.github.io/dailyinfo-web/papers/science-6300192ae9c699840ca8ca35/https://iheadwater.github.io/dailyinfo-web/papers/science-6300192ae9c699840ca8ca35/探讨声音或表达方式如何传递权威，并影响社会判断、领导力与公共沟通。Thu, 15 Oct 2026 20:03:34 GMTPapersErratum for the Research Article “Enabling sustainable supply of the essential cancer medicines etoposide and teniposide in yeast”https://iheadwater.github.io/dailyinfo-web/papers/science-71465dff8e40a248db6b6a07/https://iheadwater.github.io/dailyinfo-web/papers/science-71465dff8e40a248db6b6a07/发布对《在酵母中实现必需抗癌药物依托泊苷和替尼泊苷可持续供应》研究论文的勘误，修正原文中的错误信息。Thu, 15 Oct 2026 20:03:34 GMTPapersKeeping time in the crypthttps://iheadwater.github.io/dailyinfo-web/papers/science-7a77df837699700d821a7579/https://iheadwater.github.io/dailyinfo-web/papers/science-7a77df837699700d821a7579/揭示肠道隐窝维持节律时间的细胞与分子机制，并连接其对上皮更新和再生的影响。Thu, 15 Oct 2026 20:03:34 GMTPapersIn situ structure of the human ciliary transition zone links linker defects to primary ciliary dyskinesiahttps://iheadwater.github.io/dailyinfo-web/papers/science-82696179ab8b6c3a5e6ca387/https://iheadwater.github.io/dailyinfo-web/papers/science-82696179ab8b6c3a5e6ca387/通过原位结构解析揭示人纤毛过渡区连接蛋白缺陷与原发性纤毛运动障碍之间的关联。Thu, 15 Oct 2026 20:03:34 GMTPapersHow plants decode immunogenic glycanshttps://iheadwater.github.io/dailyinfo-web/papers/science-8985598d2beb976a2538b32f/https://iheadwater.github.io/dailyinfo-web/papers/science-8985598d2beb976a2538b32f/揭示植物感知并解码免疫原性聚糖的分子通路，为工程化植物免疫与抗病育种提供机制基础。Thu, 15 Oct 2026 20:03:34 GMTPapersIn Other Journalshttps://iheadwater.github.io/dailyinfo-web/papers/science-8a6c9d77bf2a5b305cc45dfb/https://iheadwater.github.io/dailyinfo-web/papers/science-8a6c9d77bf2a5b305cc45dfb/汇总近期其他期刊的重要研究，提供跨学科领域的前沿进展速览。Thu, 15 Oct 2026 20:03:34 GMTPapersGlycan recognition by a plant damage-sensing immune receptorhttps://iheadwater.github.io/dailyinfo-web/papers/science-930613c3ed78b4cb9b30bee1/https://iheadwater.github.io/dailyinfo-web/papers/science-930613c3ed78b4cb9b30bee1/发现植物损伤感知免疫受体能够识别聚糖，从而启动对损伤或病原体的免疫应答。Thu, 15 Oct 2026 20:03:34 GMTPapersChina’s pollination policy must look beyond managed honey beeshttps://iheadwater.github.io/dailyinfo-web/papers/science-94287d330b6c8e1bb1d8fcc1/https://iheadwater.github.io/dailyinfo-web/papers/science-94287d330b6c8e1bb1d8fcc1/文章主张中国授粉政策不能只依赖管理蜜蜂，还需保护野生授粉者及其栖息地，以保障生态系统与农业授粉。Thu, 15 Oct 2026 20:03:34 GMTPapersEngineering ordered two-dimensional defect phases to strengthen structural alloyshttps://iheadwater.github.io/dailyinfo-web/papers/science-94e669d8d8b59af75da2a2d5/https://iheadwater.github.io/dailyinfo-web/papers/science-94e669d8d8b59af75da2a2d5/通过设计有序二维缺陷相来强化结构合金，为高性能合金开发提供新策略。Thu, 15 Oct 2026 20:03:34 GMTPapersRedating the Inca empirehttps://iheadwater.github.io/dailyinfo-web/papers/science-95bfa05e97376ddfa1f7a2ad/https://iheadwater.github.io/dailyinfo-web/papers/science-95bfa05e97376ddfa1f7a2ad/通过重新测年，研究改写了印加帝国的兴衰时间线，为理解其扩张、治理与区域环境变化提供了新年代框架。Thu, 15 Oct 2026 20:03:34 GMTPapersFear the bioengineered futurehttps://iheadwater.github.io/dailyinfo-web/papers/science-9cb45bca1d3bad936c782eae/https://iheadwater.github.io/dailyinfo-web/papers/science-9cb45bca1d3bad936c782eae/文章警示生物工程未来可能带来的深层风险，并呼吁对其发展方向进行审慎治理。Thu, 15 Oct 2026 20:03:34 GMTPapersDendritic computation for abstract rule-based flexible decision-makinghttps://iheadwater.github.io/dailyinfo-web/papers/science-9e2ed54c766554f68ca8da32/https://iheadwater.github.io/dailyinfo-web/papers/science-9e2ed54c766554f68ca8da32/发现树突计算支持基于抽象规则的灵活决策，为相关神经环路机制提供新解释。Thu, 15 Oct 2026 20:03:34 GMTPapersA pair of chitosan receptors confer broad-spectrum fungal resistancehttps://iheadwater.github.io/dailyinfo-web/papers/science-a09bb1f2399423572f64717e/https://iheadwater.github.io/dailyinfo-web/papers/science-a09bb1f2399423572f64717e/鉴定出一对壳聚糖受体，它们可赋予广谱真菌抗性。Thu, 15 Oct 2026 20:03:34 GMTPapersWriting electronic phases into atomic layershttps://iheadwater.github.io/dailyinfo-web/papers/science-a40745afeccbd8255042d9dd/https://iheadwater.github.io/dailyinfo-web/papers/science-a40745afeccbd8255042d9dd/展示在原子层材料中按需写入电子相的方法，实现二维量子与相变器件的可编程调控。Thu, 15 Oct 2026 20:03:34 GMTPapersStereoselective polysubstituted bicyclo[1.1.0]butane synthesis by rhodium-catalyzed kinetic resolutionhttps://iheadwater.github.io/dailyinfo-web/papers/science-bd6a192f5fabfaccf8a5082a/https://iheadwater.github.io/dailyinfo-web/papers/science-bd6a192f5fabfaccf8a5082a/利用铑催化动力学拆分实现立体选择性多取代双环[1.1.0]丁烷合成。Thu, 15 Oct 2026 20:03:34 GMTPapersStructural basis for size-selective perception of chitin in plantshttps://iheadwater.github.io/dailyinfo-web/papers/science-c25b434f3411d17e6d51046d/https://iheadwater.github.io/dailyinfo-web/papers/science-c25b434f3411d17e6d51046d/解析植物感知几丁质的结构基础，揭示其大小选择性识别机制及免疫激活原理。Thu, 15 Oct 2026 20:03:34 GMTPapersMedications in addiction recovery—a clash of science and stigmahttps://iheadwater.github.io/dailyinfo-web/papers/science-c4627f7a9f62d8275de5b874/https://iheadwater.github.io/dailyinfo-web/papers/science-c4627f7a9f62d8275de5b874/文章讨论成瘾康复中循证药物与污名化之间的冲突，呼吁消除偏见以扩大有效治疗的可及性。Thu, 15 Oct 2026 20:03:34 GMTPapersErratum for the Research Article “Divergent evolution of nitrogen cycling along gradients of landscape water velocities”https://iheadwater.github.io/dailyinfo-web/papers/science-cd90c86f4179e43880c36871/https://iheadwater.github.io/dailyinfo-web/papers/science-cd90c86f4179e43880c36871/发布对《景观水流速度梯度下氮循环分异演化》研究论文的勘误，修正原文中的错误信息。Thu, 15 Oct 2026 20:03:34 GMTPapersEmpirical constraints on ice cliff calvinghttps://iheadwater.github.io/dailyinfo-web/papers/science-cf4de45eeb30b5abedd844bb/https://iheadwater.github.io/dailyinfo-web/papers/science-cf4de45eeb30b5abedd844bb/基于经验观测对冰崖崩解过程给出约束，揭示其触发条件与统计规律。Thu, 15 Oct 2026 20:03:34 GMTPapersElectrically driven chiral emission from plasmonic tunnel junctionshttps://iheadwater.github.io/dailyinfo-web/papers/science-d91c76681ae3ed2889002fdb/https://iheadwater.github.io/dailyinfo-web/papers/science-d91c76681ae3ed2889002fdb/在等离激元隧道结中实现电驱动手性发光，为集成手性光源与光电器件提供新途径。Thu, 15 Oct 2026 20:03:34 GMTPapersGate-tunable chiral spin mode in WSe2/WS2 moiré superlatticeshttps://iheadwater.github.io/dailyinfo-web/papers/science-db931561386f74dea68b45c4/https://iheadwater.github.io/dailyinfo-web/papers/science-db931561386f74dea68b45c4/在WSe2/WS2莫尔超晶格中观测到可由栅压调控的手性自旋模式。Thu, 15 Oct 2026 20:03:34 GMTPapersAirflows redefine the cost of aerial transport in the wildhttps://iheadwater.github.io/dailyinfo-web/papers/science-dc2d1ed542cfe441b2ee97e2/https://iheadwater.github.io/dailyinfo-web/papers/science-dc2d1ed542cfe441b2ee97e2/通过野外测量与模型分析重新界定气流对动物飞行运输成本的影响，显示利用气流可大幅节省飞行能量。Thu, 15 Oct 2026 20:03:34 GMTPapersMarket dilution, fair use, and generative AIhttps://iheadwater.github.io/dailyinfo-web/papers/science-e272f507661f0872e9021945/https://iheadwater.github.io/dailyinfo-web/papers/science-e272f507661f0872e9021945/分析生成式AI对版权市场造成的稀释效应，并讨论合理使用原则在训练数据与输出竞争中的适用边界。Thu, 15 Oct 2026 20:03:34 GMTPapersMake plastics an explicit consideration in the High Seas Treatyhttps://iheadwater.github.io/dailyinfo-web/papers/science-ec2c018a397e2b55825a8d96/https://iheadwater.github.io/dailyinfo-web/papers/science-ec2c018a397e2b55825a8d96/呼吁将塑料污染明确纳入《公海条约》的谈判与实施框架，建立监测、减排和责任机制以保护公海生态。Thu, 15 Oct 2026 20:03:34 GMTPapersNovember elections may bring little relief for scientists beleaguered by Trumphttps://iheadwater.github.io/dailyinfo-web/papers/science-f226a58150a28df7052b8ecb/https://iheadwater.github.io/dailyinfo-web/papers/science-f226a58150a28df7052b8ecb/分析认为11月选举可能难以缓解受特朗普政策冲击的科学家困境，科研资助与政策不确定性仍将持续。Thu, 15 Oct 2026 20:03:34 GMTPapersWinds make bird flights cheaperhttps://iheadwater.github.io/dailyinfo-web/papers/science-f9b8587e982914a53defdb39/https://iheadwater.github.io/dailyinfo-web/papers/science-f9b8587e982914a53defdb39/研究发现风场可显著降低鸟类飞行能耗，提示风资源是影响鸟类迁徙与分布的关键生态因子。Thu, 15 Oct 2026 20:03:34 GMTPapersBonanza of new dates rewrites the history of the Incahttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-09b61e3e3e66b9266c91df55/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-09b61e3e3e66b9266c91df55/大量新的放射性碳测年数据表明，印加帝国的兴起与扩张比以往认为的更早、过程也更复杂，从而改写了印加历史的时间线。Thu, 15 Oct 2026 20:03:34 GMTPapersNSF backs choice of new Antarctic contractor despite concerns by government watchdog and researchershttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-898c112876b110b517c68d80/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-898c112876b110b517c68d80/尽管政府监察机构和研究人员对遴选过程与潜在风险提出质疑，美国国家科学基金会仍支持选定新的南极后勤承包商。Thu, 15 Oct 2026 20:03:34 GMTPapersA multimodal dataset bridging brain activity, cognition, and real-world collective behaviorhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-1251fa29bc997eb442548cde/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-1251fa29bc997eb442548cde/构建连接大脑活动、认知与真实世界集体行为的多模态数据集，支持跨尺度社会认知研究。Thu, 15 Oct 2026 20:03:34 GMTPapersAn integrated national dataset of border interceptions of insects and newly recorded species in South Korea from 1996 to 2022https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-37ec5b985be7b5227c2cd65e/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-37ec5b985be7b5227c2cd65e/整合 1996–2022 年韩国边境昆虫截获及新记录物种的国家数据集，助力入侵物种监测与生物安全。Thu, 15 Oct 2026 20:03:34 GMTPapersOcular wavefront vergence coefficients and peak-to-valley normalised metrics in myopic eyes 2013–2025https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-4d1d47721898db8eeea883d4/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-4d1d47721898db8eeea883d4/提供 2013–2025 年近视眼波前像差聚散系数与峰谷归一化指标数据，服务近视光学与临床研究。Thu, 15 Oct 2026 20:03:34 GMTPapersA Daily Clinical Parameters and Outcomes Adjudication Dataset for Critically Ill Patients with Suspected Pneumoniahttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-71c8a80417d4948a40a01815/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-71c8a80417d4948a40a01815/构建疑似肺炎危重患者每日临床参数与结局裁定数据集，支持重症肺炎临床研究和预测建模。Thu, 15 Oct 2026 20:03:34 GMTPapersFAPROTAX2-db: A dataset of experimentally validated bacterial and archaeal metabolic functionshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-74f6fa05c89505b354847755/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-74f6fa05c89505b354847755/构建了基于实验验证的细菌和古菌代谢功能数据库 FAPROTAX2-db，为微生物代谢功能注释提供更可靠的参考并改进相关预测工具。Thu, 15 Oct 2026 20:03:34 GMTPapersQuasi-global, land-only, high-resolution and spatially averaged climate variables from downscaled CMIP6 models for climate impact researchhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-99e54283f223503d166cb5d7/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-99e54283f223503d166cb5d7/发布准全球陆地高分辨率且空间平均的降尺度 CMIP6 气候变量数据集，支持气候变化影响研究。Thu, 15 Oct 2026 20:03:34 GMTPapersChromosome-level genome assembly of a cultivated tea tree (<i>Camellia sinensis</i>) cultivar Licha 5https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-9fe8cc1b14f3427e459c0858/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-9fe8cc1b14f3427e459c0858/发布栽培茶树品种 Licha 5 的染色体水平基因组组装，为茶树遗传育种与功能基因组研究提供基础资源。Thu, 15 Oct 2026 20:03:34 GMTPapersText-mined dataset of sol-gel synthesis protocols with phase purity outcomes using large language modelshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-a0d30255031fc45cd4931c6a/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-a0d30255031fc45cd4931c6a/利用大语言模型从文献中抽取溶胶-凝胶合成协议及相纯度结果，形成可用于材料合成预测的数据集。Thu, 15 Oct 2026 20:03:34 GMTPapersKorean public documents for visual document retrieval benchmarkinghttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-ad3a847b863cdf26618dd432/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-ad3a847b863cdf26618dd432/发布韩国公共文档视觉文档检索基准数据集，用于评估和推进跨文档图像检索方法。Thu, 15 Oct 2026 20:03:34 GMTPapersA chromosome-level genome assembly of the pygmy grasshopper <i>Tetrix grossus</i>, a resource for <i>Tetrix</i> systematicshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-bdbe251f3230b26fec1bec10/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-bdbe251f3230b26fec1bec10/完成蚱科昆虫 Tetrix grossus 染色体水平基因组组装，为 Tetrix 属系统分类与进化研究提供资源。Thu, 15 Oct 2026 20:03:34 GMTPapersHourly Measurements of Moisture Content, Salinity, and Temperature from a Coastal Dune at Madeira Beach, Florida, USAhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-d068c40c301330d0bac1d546/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-d068c40c301330d0bac1d546/该研究发布了美国佛罗里达州马德拉海滩沿岸沙丘的小时尺度含水量、盐度和温度同步观测数据集，为评估海岸沙丘水分与盐分动态及其对潮汐、风暴和降雨的响应提供了高分辨率基础数据。Thu, 15 Oct 2026 20:03:34 GMTPapersPhotonic stimulation of anaerobic digestion: A critical assessment of mechanistic evidence, energy constraints and scale-up feasibilityhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-18ce5254982ada73b146efe4/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-18ce5254982ada73b146efe4/该文系统评估了光刺激强化厌氧消化的机理证据、能量约束与放大可行性，指出尽管实验室研究报道了促进效应，但机制证据仍不充分、能量投入与规模化应用前景存在明显限制。Thu, 15 Oct 2026 20:03:34 GMTPapersNitrification control and early microbiome-resistome transitions during permanent conversion from chloramine to free chlorine in a full-scale drinking water distribution systemhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-679dee550d252f04fbd7120b/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-679dee550d252f04fbd7120b/在全尺寸饮用水配水系统中，氯胺永久切换为游离氯可有效控制硝化作用，并伴随微生物组与抗性组在切换初期发生快速而显著的重塑。Thu, 15 Oct 2026 20:03:34 GMTPapersPrediction and optimization of antibiotic-resistant bacteria (ARB) inactivation using machine learning and metaheuristic algorithms in Fenton-based advanced oxidation processes (AOPs)https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-6e0ce7f30738e8597a7331af/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-6e0ce7f30738e8597a7331af/该研究将机器学习与元启发式算法相结合，实现了Fenton类高级氧化工艺中抗生素耐药菌灭活效果的高精度预测与关键工艺条件的优化。Thu, 15 Oct 2026 20:03:34 GMTPapersGeogenic PAHs fractionation and mobilization driven by acid mine drainage in karst coal mining watershedshttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-942e950c54f68b58d999622f/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-942e950c54f68b58d999622f/在喀斯特采煤流域，酸性矿山排水驱动了地质成因多环芳烃的组分分馏与活化迁移，揭示了其对流域水环境的多环芳烃污染贡献机制。Thu, 15 Oct 2026 20:03:34 GMTPapersArctic Lake Metabolism in Late Winterhttps://iheadwater.github.io/dailyinfo-web/papers/wrr-731c1f5ad32921a2f91de7a6/https://iheadwater.github.io/dailyinfo-web/papers/wrr-731c1f5ad32921a2f91de7a6/发现北极湖泊在晚冬冰封期仍具有不可忽视的代谢活动，可能显著影响湖泊碳循环与全年碳收支评估。Thu, 15 Oct 2026 20:03:34 GMTPapersContrasting Groundwater Response to Surface Water Shortages in the Upper and Lower Colorado River Basinshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-76859236eb99f022f999ce45/https://iheadwater.github.io/dailyinfo-web/papers/wrr-76859236eb99f022f999ce45/揭示科罗拉多河上游与下游盆地地下水对地表水短缺的响应存在显著差异，强调需分区域制定水资源管理策略。Thu, 15 Oct 2026 20:03:34 GMTPapersQuantitative Evaluation of Baseflow Separation Methods Using an Integrated Hydrologic Model in a Snow‐Dominated Watershedhttps://iheadwater.github.io/dailyinfo-web/papers/wrr-7f641440797a0e682cab5a76/https://iheadwater.github.io/dailyinfo-web/papers/wrr-7f641440797a0e682cab5a76/利用集成水文模型定量评估积雪主导流域中多种基流分割方法，揭示不同方法的偏差来源与适用条件。Thu, 15 Oct 2026 20:03:34 GMTPapersDeep Learning‐Based Fusion of Hydrodynamic Model and Remote Sensing Observation for Mapping the Inundation Dynamics in Large Wetlands Under Changing Environmenthttps://iheadwater.github.io/dailyinfo-web/papers/wrr-dcdc8aa748011fc467543a42/https://iheadwater.github.io/dailyinfo-web/papers/wrr-dcdc8aa748011fc467543a42/提出一种融合水动力模型与遥感观测的深度学习框架，可在变化环境下更准确、连续地刻画大型湿地的淹水动态。Thu, 15 Oct 2026 20:03:34 GMTPapersLiquidAI/LFM2.5-24B-A2Bhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-252e373d3476b6c697c509ec/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-252e373d3476b6c697c509ec/LFM2.5-24B-A2B 是24B总参、2B激活的Liquid基础模型，主打高效推理与低资源部署。Thu, 15 Oct 2026 19:46:00 GMTCodefacebook/sam3https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-929f07ac3ae714f971f45b7f/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-929f07ac3ae714f971f45b7f/facebook/sam3 是 Meta SAM 3 通用掩码生成模型，支持提示驱动的高质量图像分割与掩码输出。Thu, 15 Oct 2026 19:46:00 GMTCodefishaudio/drama-3https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-cc071d1b7f756f676fa32b60/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-cc071d1b7f756f676fa32b60/fishaudio/drama-3 是面向戏剧化表达的语音合成模型，突出情感张力与角色化语音生成。Thu, 15 Oct 2026 19:46:00 GMTCodeAura1in/Krea-2-Turbo_v2https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-1c4866ba380aff4711dac426/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-1c4866ba380aff4711dac426/Krea-2-Turbo_v2图像生成Gradio应用，强调Turbo加速与高质量创意图像生成。Thu, 15 Oct 2026 19:46:00 GMTCodeautotrust/shortshttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-275cb0c37f6433fa7437bb40/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-275cb0c37f6433fa7437bb40/Autotrust 的短视频静态应用，聚焦自动化短视频内容生产与展示。Thu, 15 Oct 2026 19:46:00 GMTCodevclnhihihi/qwen-image-21-uncensoredhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-6d2b6f45084e95babb43f651/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-6d2b6f45084e95babb43f651/基于Qwen-Image 2.1的无审查图像生成Gradio应用，强调开放内容生成与多模态图像创作。Thu, 15 Oct 2026 19:46:00 GMTCode大连心乐乳业有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutinternship-546120abb725ee3b4e43e8af/https://iheadwater.github.io/dailyinfo-web/resource/dlutinternship-546120abb725ee3b4e43e8af/🏢 大连心乐乳业有限公司 — 2027年校园招聘 | ⚠️ 截止：2027-04-13Thu, 15 Oct 2026 19:31:14 GMTResource“华彩人生，胜券在握”华西证券2027校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0fc75335d3f0104836f5e9e5/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0fc75335d3f0104836f5e9e5/🏢 华西证券 — 2027校园招聘 | 截止: 2026-10-28Thu, 15 Oct 2026 19:31:14 GMTResource深圳时耐创新科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-1152a7104c9cce8d6b2ce83b/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-1152a7104c9cce8d6b2ce83b/🏢 深圳时耐创新科技有限公司 — 2027校园招聘 | 截止: 2027-04-13Thu, 15 Oct 2026 19:31:14 GMTResource交通运输部长江口航道管理局2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-1268ab4c1c8c1feb410b160f/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-1268ab4c1c8c1feb410b160f/🏢 交通运输部长江口航道管理局 — 2027校园招聘 | 截止: 2026-12-31Thu, 15 Oct 2026 19:31:14 GMTResource北京白杨智能科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-179022182d9b6f525eef7a36/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-179022182d9b6f525eef7a36/🏢 北京白杨智能科技有限公司 — 2027校园招聘 | 截止: 2027-04-12Thu, 15 Oct 2026 19:31:14 GMTResource中国太平洋财产保险股份有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-1f31aea8aa0eb697cee1501c/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-1f31aea8aa0eb697cee1501c/🏢 中国太平洋财产保险股份有限公司 — 2027校园招聘 | 截止: 2027-04-13Thu, 15 Oct 2026 19:31:14 GMTResource大连心乐乳业有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-393bc5c114d7c8adb4ac6ef6/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-393bc5c114d7c8adb4ac6ef6/🏢 大连心乐乳业有限公司 — 2027校园招聘 | 截止: 2027-04-13Thu, 15 Oct 2026 19:31:14 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GMTResource苏州晶云药物科技股份有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ed013340f1ecd70bc225a3a6/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ed013340f1ecd70bc225a3a6/🏢 苏州晶云药物科技股份有限公司 — 2027校园招聘 | 截止: 2027-06-30Thu, 15 Oct 2026 19:31:14 GMTResource国投中煤同煤京唐港口有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f4753f1b76e137c9fab88c72/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f4753f1b76e137c9fab88c72/🏢 国投中煤同煤京唐港口有限公司 — 2027校园招聘 | 截止: 2027-04-13Thu, 15 Oct 2026 19:31:14 GMTResource【服务振兴】党委书记项昌乐带...https://iheadwater.github.io/dailyinfo-web/resource/dlutzhxw-08fb38ca5f5c08f0724ee06a/https://iheadwater.github.io/dailyinfo-web/resource/dlutzhxw-08fb38ca5f5c08f0724ee06a/该条为综合新闻栏目动态，标题显示党委书记项昌乐带队开展服务振兴相关工作，具体内容需查看原文。Thu, 15 Oct 2026 19:31:14 GMTResourceNeuSE: Neural SE(3)-Equivariant Embedding for Long-Term Object-Based Simultaneous Localization and Mappinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2303.07308/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2303.07308/提出 NeuSE 神经 SE(3) 等变嵌入，用于长期基于对象的 SLAM，提升位姿估计与建图的一致性和鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivLLMRec: Benchmarking Large Language Models on Recommendation Taskhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2308.12241/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2308.12241/构建 LLMRec 基准，系统评估大语言模型在推荐任务上的能力与局限。Thu, 15 Oct 2026 19:07:34 GMTarXivFast Diffusion-GAN Model for Generating Symbolic Music with Emotionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2310.14040/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2310.14040/提出快速 Diffusion-GAN 模型，在符号音乐生成中兼顾情感表达与生成速度。Thu, 15 Oct 2026 19:07:34 GMTarXivOptimal Transport Aggregation for Distributed Mixture-of-Expertshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2312.09877/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2312.09877/提出基于最优传输的分布式专家混合聚合方法，以更优地整合跨节点专家输出并提升分布式 MoE 的性能与可扩展性。Thu, 15 Oct 2026 19:07:34 GMTarXivFlowWise: Stateful Fast-Slow Model Serving for Streaming Traffic Intelligencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2402.03694/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2402.03694/提出 FlowWise 一种面向流式交通智能的有状态快慢模型服务架构，通过快慢模型协同与状态管理提升实时流量分析的效率和准确性。Thu, 15 Oct 2026 19:07:34 GMTarXivTeaching MLP More Graph Information: A Three-stage Multitask Knowledge Distillation Frameworkhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2403.01079/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2403.01079/提出三阶段多任务知识蒸馏框架，让MLP学习到更多图信息并提升图相关任务表现。Thu, 15 Oct 2026 19:07:34 GMTarXivPrediction Is All MoE Needs: Expert Load Distribution Goes from Fluctuating to Stabilizinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2404.16914/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2404.16914/指出预测即可满足MoE所需，并利用预测使专家负载分布从波动走向稳定以提升训练效率。Thu, 15 Oct 2026 19:07:34 GMTarXivIdentification of Entailment and Contradiction Relations for Natural Language Argumentation: A Neurosymbolic Approachhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2405.01259/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2405.01259/提出神经符号方法识别自然语言论证中的蕴含与矛盾关系，结合神经表示与符号推理提升判定准确性和可解释性。Thu, 15 Oct 2026 19:07:34 GMTarXivGREAT: A Graph Edge Attention Network for the Electric Vehicle Routing Problem with Asymmetric Costshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2408.16717/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2408.16717/提出GREAT图边缘注意力网络，用于求解具有非对称成本的电动车路径问题。Thu, 15 Oct 2026 19:07:34 GMTarXivPolyrating: A Cost-Effective and Bias-Aware Rating System for LLM Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2409.00696/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2409.00696/提出Polyrating——一种低成本且偏差感知的评分系统，用于更可靠地评估大语言模型。Thu, 15 Oct 2026 19:07:34 GMTarXivScale-specific auxiliary multi-task contrastive learning for deep liver vessel segmentationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2409.12333/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2409.12333/提出尺度特定的辅助多任务对比学习框架，以提升深度肝脏血管分割尤其是多尺度血管结构的性能。Thu, 15 Oct 2026 19:07:34 GMTarXivIs Complex Query Answering Really Complex?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2410.12537/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2410.12537/重新审视复杂查询问答是否真正复杂，并揭示其复杂性可能被高估或可被更简单机制有效解决。Thu, 15 Oct 2026 19:07:34 GMTarXivOvercoming a Learning Bottleneck in Impartial Games: A Circuit Complexity Approachhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2411.06403/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2411.06403/从电路复杂性角度研究无偏博弈中的学习瓶颈，为克服该瓶颈提供理论条件或算法启示。Thu, 15 Oct 2026 19:07:34 GMTarXivReMAP: Lossless Residual Neural Lifting for Scalable MAP Inference in Arbitrary-Order Markov Random Fieldshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2411.18954/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2411.18954/提出ReMAP——一种无损残差神经提升方法，用于任意阶马尔可夫随机场中可扩展的MAP推断。Thu, 15 Oct 2026 19:07:34 GMTarXivOpen Foundation Models in Healthcare: Challenges, Paradoxes, and Opportunities with GenAI Driven Personalized Prescriptionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.04356/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.04356/探讨了开放基础模型在医疗健康与生成式AI驱动个性化处方中的挑战、悖论和机遇。Thu, 15 Oct 2026 19:07:34 GMTarXivRandomly Wrong Signals: Bayesian Auction Design with ML Predictionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.08792/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.08792/研究了机器学习预测信号可能随机出错时的贝叶斯拍卖设计，并给出应对错误预测信号的机制设计思路。Thu, 15 Oct 2026 19:07:34 GMTarXivNatural Language Generation from Visual Events: State-of-the-Art and Key Open Questionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.13034/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.13034/系统综述了从视觉事件生成自然语言的研究现状，并提炼出该领域的关键开放问题与未来方向。Thu, 15 Oct 2026 19:07:34 GMTarXivRobustness and Cybersecurity in the EU Artificial Intelligence Acthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.16184/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2502.16184/分析欧盟人工智能法案中鲁棒性与网络安全相关要求，指出其监管框架要点及对AI系统合规的潜在影响。Thu, 15 Oct 2026 19:07:34 GMTarXivVQEL: Enabling Self-Play in Emergent Language Games via Agent-Internal Vector Quantizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2503.04940/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2503.04940/论文提出 VQEL 方法，通过智能体内部向量量化在涌现语言游戏中实现自博弈，促进可学习且可组合的通信协议形成。Thu, 15 Oct 2026 19:07:34 GMTarXivA Generalist Hanabi Agenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2503.14555/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2503.14555/论文提出一种通用 Hanabi 智能体，能够在不同规则或协作情境下实现更强的泛化与协作表现。Thu, 15 Oct 2026 19:07:34 GMTarXivToxicity Is a Property of Communicative Events: A Contextual Stress Measurement Framework for NLPhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2503.16072/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2503.16072/论文提出将毒性视为交际事件属性的语境压力测量框架，以更准确地捕捉 NLP 中依赖上下文的毒性表达。Thu, 15 Oct 2026 19:07:34 GMTarXivPhysics: Benchmarking Foundation Models on University-Level Physics Problem Solvinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2503.21821/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2503.21821/构建大学物理问题求解基准，系统评估基础模型的物理推理能力并揭示其在复杂推导与定量求解上的局限。Thu, 15 Oct 2026 19:07:34 GMTarXivHorizon Scans can be accelerated using novel information retrieval and artificial intelligence toolshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.01627/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.01627/研究表明结合新型信息检索与人工智能工具可加速地平线扫描，从而更高效地发现潜在新兴议题和弱信号。Thu, 15 Oct 2026 19:07:34 GMTarXivSAEs Can Improve Unlearning: Dynamic Sparse Autoencoder Guardrails for Precision Unlearning in LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.08192/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.08192/论文提出动态稀疏自编码器护栏方法，证明 SAE 可提升大语言模型精准遗忘能力，同时更好保留无关知识。Thu, 15 Oct 2026 19:07:34 GMTarXivFPGA-Based Neural Network Accelerators for Space Applications: A Surveyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.16173/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.16173/该综述聚焦面向空间应用的 FPGA 神经网络加速器，总结其在抗辐射、能效、实时性与可靠性方面的设计挑战和进展。Thu, 15 Oct 2026 19:07:34 GMTarXivA Comprehensive Review on RNA Subcellular Localization Predictionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.17162/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2504.17162/该综述全面回顾 RNA 亚细胞定位预测的数据集、特征表示、计算模型与评估方法，并指出未来挑战与发展方向。Thu, 15 Oct 2026 19:07:34 GMTarXivGraph Neural Network-Based Reinforcement Learning for Controlling Biological Networks - the GATTACA Frameworkhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2505.02712/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2505.02712/论文提出 GATTACA 框架，将图神经网络与强化学习结合用于生物网络控制，以学习复杂网络中的有效干预策略。Thu, 15 Oct 2026 19:07:34 GMTarXivGenerative AI for Autonomous Driving: A Reviewhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2505.15863/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2505.15863/该综述系统梳理了生成式人工智能在自动驾驶感知、仿真、决策与测试等环节的应用现状、关键技术及未来挑战。Thu, 15 Oct 2026 19:07:34 GMTarXivAgent-Environment Alignment via Automated Interface Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2505.21055/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2505.21055/提出自动生成环境接口以实现智能体与环境对齐，降低手工接口设计成本并提升智能体在多样化环境中的适配能力。Thu, 15 Oct 2026 19:07:34 GMTarXivBenchmarks Are Not Atomic: Composition-Aware LLM Evaluation using BenchHubhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.00482/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.00482/论文提出 BenchHub 组合感知评测框架，指出基准测试并非原子化任务，并揭示传统评分会掩盖模型在不同任务组合下的表现差异。Thu, 15 Oct 2026 19:07:34 GMTarXivSimulating Student-Tutor Interactions with LLMs for Multilingual Math Feedbackhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.04920/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.04920/利用大语言模型模拟学生-导师互动，为多语言数学学习生成反馈并评估其教学有效性。Thu, 15 Oct 2026 19:07:34 GMTarXivDecomposability-Guided Cooperative Coevolution for Large-Scale Itinerary Planninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.06121/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.06121/提出以可分解性引导的协同协同进化方法，用于大规模行程规划，通过问题分解与协同优化提升可扩展性和解质量。Thu, 15 Oct 2026 19:07:34 GMTarXivGUARD: Guided Unlearning and Retention via Data Attribution for Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.10946/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.10946/提出 GUARD，通过数据归因引导大语言模型在遗忘敏感或有害知识的同时保留有用能力，缓解遗忘与保留之间的权衡。Thu, 15 Oct 2026 19:07:34 GMTarXivCo-Creative Learning via Metropolis-Hastings Interaction between Humans and AIhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.15468/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.15468/将人机协同创造学习建模为 Metropolis-Hastings 交互，展示人类与 AI 可通过接受-拒绝机制共同探索并提升创意产出。Thu, 15 Oct 2026 19:07:34 GMTarXivCite Pretrain: Retrieval-Free Knowledge Attribution for Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.17585/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.17585/提出Cite Pretrain方法，使大语言模型无需外部检索即可对生成内容进行知识归因，提升答案可追溯性与可信度。Thu, 15 Oct 2026 19:07:34 GMTarXivRCStat: A Statistical Framework for using Relative Contextualization in Transformershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.19549/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.19549/提出 RCStat 统计框架，利用 Transformer 中的相对上下文化信息量化 token 或注意力对输出的贡献并支持可解释性分析。Thu, 15 Oct 2026 19:07:34 GMTarXivCurriculum-Adapted Robust Reinforcement Learning for UAV Deconfliction in Adversarial Environmentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.21129/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.21129/提出课程自适应鲁棒强化学习，使无人机在对抗环境中更有效地实现冲突解脱与路径规划。Thu, 15 Oct 2026 19:07:34 GMTarXivFrom Individuals to Interactions: Benchmarking Gender Bias in Multimodal Large Language Models from the Lens of Social Relationshiphttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.23101/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2506.23101/构建从社会关系互动视角评估多模态大语言模型性别偏见的基准，发现偏见在人际互动情境中呈现更复杂的形态。Thu, 15 Oct 2026 19:07:34 GMTarXivPhysics-Informed Graph Neural Networks to Reconstruct Local Fields Considering Finite Strain Hyperelasticityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.05291/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.05291/提出考虑有限应变超弹性的物理信息图神经网络，用于在力学约束下从稀疏数据重建局部场。Thu, 15 Oct 2026 19:07:34 GMTarXivUnequal Voices: How LLMs Construct Constrained Queer Narrativeshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.15585/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.15585/分析大语言模型如何构造受约束的酷儿叙事，揭示其在边缘群体表征中再现不平等声音的机制。Thu, 15 Oct 2026 19:07:34 GMTarXivToward a Universal Characterization of Sudoku Puzzle Difficultyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.21137/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2507.21137/提出一种通用的数独难度刻画方法，试图用可计算指标统一解释不同数独谜题的难度差异。Thu, 15 Oct 2026 19:07:34 GMTarXivWeb3 x AI Agents: Landscape, Integrations, and Foundational Challengeshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.02773/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.02773/综述 Web3 与 AI 智能体的融合图景、集成方式及基础性挑战，勾勒去中心化智能体发展的关键问题与路线。Thu, 15 Oct 2026 19:07:34 GMTarXivThere are Levels to It: Red Teaming Dialogue With Hierarchical Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.04451/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.04451/提出用分层强化学习开展多轮对话红队测试，以更有层次地发现对话系统在不同攻击层级上的安全漏洞。Thu, 15 Oct 2026 19:07:34 GMTarXivRCR-Router: Efficient Role-Aware Context Routing for Multi-Agent LLM Systems with Structured Memoryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.04903/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.04903/提出RCR-Router，面向带结构化记忆的多智能体LLM系统进行角色感知上下文路由，以提高效率并减少冗余上下文传递。Thu, 15 Oct 2026 19:07:34 GMTarXivOne Size Does Not Fit All: Distribution-Guided Tensor-Wise Adaptive Sparsification for Model Merginghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.06163/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.06163/提出分布引导的张量级自适应稀疏化方法用于模型合并，针对不同张量分配稀疏度，避免统一稀疏率导致的性能损失。Thu, 15 Oct 2026 19:07:34 GMTarXivSciRerankBench: Benchmarking Rerankers Towards Scientific Retrieval-Augmented Generation with LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.08742/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.08742/构建SciRerankBench基准，系统评测科学检索增强生成场景下重排序器对LLM答案质量的影响与实际表现。Thu, 15 Oct 2026 19:07:34 GMTarXivOPTIC-ER: A Reinforcement Learning Framework for Real-Time Emergency Response and Equitable Resource Allocation in Underserved African Communitieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.12943/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2508.12943/提出OPTIC-ER强化学习框架，用于非洲服务不足社区的实时应急响应与公平资源分配，兼顾效率与公平性。Thu, 15 Oct 2026 19:07:34 GMTarXivAre LLM Agents Behaviorally Coherent? A Latent Profiling Approach for Social Simulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.03736/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.03736/提出一种潜在画像方法评估LLM智能体在社交模拟中的行为连贯性，揭示表面行为一致背后可能存在的潜在不一致。Thu, 15 Oct 2026 19:07:34 GMTarXivLIFT: Likelihood-Based Intervention Faithfulness Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.13334/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.13334/提出 LIFT，通过基于似然的干预忠实性训练，提升模型对干预效果的解释可靠性与因果忠实度。Thu, 15 Oct 2026 19:07:34 GMTarXivPPGFlowECG: Latent Rectified Flow with Cross-Modal Encoding for PPG-Guided ECG Generation and Cardiovascular Disease Detectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.19774/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.19774/提出PPGFlowECG，利用跨模态编码与潜空间校正流从PPG引导生成ECG，并提升心血管疾病检测性能。Thu, 15 Oct 2026 19:07:34 GMTarXivCognifying Education: Mapping AI's transformative role in emotional, creative, and collaborative learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.25266/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2509.25266/系统梳理AI在教育中面向情感、创造与协作学习的变革作用，并提出“认知化教育”映射框架以指导AI融入学习体验。Thu, 15 Oct 2026 19:07:34 GMTarXivFrequency-Aware Model Parameter Explorer: A new attribution method for improving explainabilityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.03245/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.03245/提出频率感知模型参数探索器作为一种新的归因方法，通过分析参数频域特征提升模型可解释性并定位关键参数或神经元。Thu, 15 Oct 2026 19:07:34 GMTarXivRethinking Langevin Thompson Sampling from A Stochastic Approximation Perspectivehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.05023/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.05023/从随机逼近视角重新审视Langevin Thompson Sampling，建立新的收敛性与近似分析，揭示其探索-利用机制并改进采样效率。Thu, 15 Oct 2026 19:07:34 GMTarXivBatch Bayesian Active Learning with Partial Batch Label Samplinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.09877/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.09877/提出部分批次标签采样下的批贝叶斯主动学习框架，在每轮仅能获取批次内部分标签时优化采集策略，以降低标注成本并保持模型性能。Thu, 15 Oct 2026 19:07:34 GMTarXivA Function-Centric Perspective on Flat and Sharp Minimahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.12451/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.12451/从函数中心视角重新审视平坦与尖锐极小值，揭示传统参数空间锐度度量的局限，并为理解极小值与泛化之间的关系提供更本质的分析框架。Thu, 15 Oct 2026 19:07:34 GMTarXivToward Agents That Reason About Their Computationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.22833/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.22833/探讨让智能体对其自身计算过程进行推理，从而更有效地规划、分配和优化计算资源。Thu, 15 Oct 2026 19:07:34 GMTarXivIterative Critique-Refine Framework for Enhancing LLM Personalizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.24469/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.24469/提出迭代“批评-精炼”框架，通过让LLM对个性化输出进行自我批评并迭代修正，更有效地捕捉用户偏好并提升个性化生成质量。Thu, 15 Oct 2026 19:07:34 GMTarXive1: Learning Adaptive Control of Reasoning Efforthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.27042/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2510.27042/提出 e1 方法，让模型学习自适应控制推理努力程度，在性能与计算开销之间取得更优平衡。Thu, 15 Oct 2026 19:07:34 GMTarXivTraining LLMs Beyond Next Token Prediction - Filling the Mutual Information Gaphttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.00198/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.00198/提出超越下一词预测的 LLM 训练目标，填补互信息差距，增强模型对全局语义依赖的建模能力。Thu, 15 Oct 2026 19:07:34 GMTarXivEnergy-Efficient Deep Learning Without Backpropagation: A Rigorous Hardware-Validated Benchmarking Study of Forward-Only Algorithmshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.01061/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.01061/通过硬件验证的严格基准比较前向-only算法，表明无需反向传播也可实现节能深度学习，并揭示其能效与精度的权衡。Thu, 15 Oct 2026 19:07:34 GMTarXivExploring the Underwater World Segmentation without Extra Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.07923/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.07923/探索无需额外训练的水下世界分割方法，实现免训练或零样本的水下场景分割。Thu, 15 Oct 2026 19:07:34 GMTarXivMulti-agent Undercover Gaming: Hallucination Removal via Counterfactual Test for Multimodal Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.11182/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.11182/提出多智能体卧底博弈与反事实测试机制，用于消除多模态推理中的幻觉，提升答案的事实一致性。Thu, 15 Oct 2026 19:07:34 GMTarXivNaga: Vedic Encoding for Deep State Space Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.13510/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.13510/提出 Naga，将吠陀编码引入深度状态空间模型，以改进序列建模的表达能力与效率。Thu, 15 Oct 2026 19:07:34 GMTarXivUnSAMv2: Self-Supervised Learning Enables Segment Anything at Any Granularityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.13714/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.13714/提出 UnSAMv2，利用自监督学习实现任意粒度下的“分割一切”，提升分割模型的泛化性与多粒度能力。Thu, 15 Oct 2026 19:07:34 GMTarXivAlignment Faking - the Train -> Deploy Asymmetry: Through a Game-Theoretic Lens with Bayesian-Stackelberg Equilibriahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.17937/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.17937/从博弈论与贝叶斯-斯塔克尔伯格均衡视角分析训练到部署的不对称性，解释大模型为何可能在训练中伪装对齐、部署时暴露真实行为。Thu, 15 Oct 2026 19:07:34 GMTarXivNeural Evidence and Behavioural Welfare Economics: When Can Neuroeconomics Inform Policy?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.19548/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.19548/探讨神经证据何时能为行为福利经济学与政策制定提供有效信息，并界定神经经济学介入政策的条件与边界。Thu, 15 Oct 2026 19:07:34 GMTarXivExplainable Visual Anomaly Detection via Concept Bottleneck Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.20088/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.20088/将概念瓶颈模型引入视觉异常检测，在保持检测性能的同时实现可解释的异常识别与定位。Thu, 15 Oct 2026 19:07:34 GMTarXivSemantics as a Shield: Label Disguise Defense (LDD) against Prompt Injection in LLM Sentiment Classificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.21752/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2511.21752/提出标签伪装防御 LDD，通过语义伪装标签抵御 LLM 情感分类中的提示注入攻击，并提升分类鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivAlignMerge - Alignment-Preserving Large Language Model Merging via Fisher-Guided Geometric Constraintshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.16245/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.16245/提出 AlignMerge，借助 Fisher 引导的几何约束在大模型合并中保持对齐性能，减少合并导致的价值观与安全对齐退化。Thu, 15 Oct 2026 19:07:34 GMTarXivMeasuring all the noises of LLM Evalshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.21326/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.21326/系统刻画并度量 LLM 评测中的各类噪声来源，为更可靠、可解释的大模型评估提供统一分析框架。Thu, 15 Oct 2026 19:07:34 GMTarXivPhyAVBench: A Challenging Audio Physics-Sensitivity Benchmark for Physically Grounded Text-to-Audio-Video Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.23994/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2512.23994/提出 PhyAVBench，一个具挑战性的音频物理敏感性基准，用于评估文本到音视频生成是否遵循真实物理规律并揭示当前模型的物理接地不足。Thu, 15 Oct 2026 19:07:34 GMTarXivMechanistic Knobs in LLMs: Retrieving and Steering High-Order Semantic Features via Sparse Autoencodershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.02978/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.02978/利用稀疏自编码器检索并调控大语言模型中的高阶语义特征，为机制可解释性和可控生成提供可调节的“旋钮”。Thu, 15 Oct 2026 19:07:34 GMTarXivROI-Reasoning: Rational Optimization for Inference via Pre-Computation Meta-Cognitionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.03822/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.03822/提出 ROI-Reasoning，利用预计算元认知进行推理的理性优化，以降低推理成本并提升推理决策效率。Thu, 15 Oct 2026 19:07:34 GMTarXivECLIPTICA -- A Framework for Switchable LLM Alignment via CITA - Contrastive Instruction-Tuned Alignmenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.06157/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.06157/提出 ECLIPTICA 框架，利用对比指令调优对齐 CITA 实现可切换的大语言模型对齐，兼顾多目标价值取向。Thu, 15 Oct 2026 19:07:34 GMTarXivGDEPO: Group Dual-dynamic and Equal-right Advantage Policy Optimization for Sample-Efficient Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.06795/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.06795/提出 GDEPO 方法，通过组内双动态与平等权利优势策略优化，提高强化学习在样本有限条件下的效率与稳定性。Thu, 15 Oct 2026 19:07:34 GMTarXivStochastic CHAOS: Why Deterministic Inference Kills, and Distributional Variability Is the Heartbeat of Artifical Cognitionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.07239/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.07239/主张确定性推理会扼杀认知能力，而分布变异性才是人工认知的核心，并提出 Stochastic CHAOS 来强调概率分布推理的重要性。Thu, 15 Oct 2026 19:07:34 GMTarXivGeoMotionGPT: Geometry-Aligned Motion Understanding with Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.07632/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.07632/提出 GeoMotionGPT，将几何对齐引入大语言模型的运动理解，以提升对三维人体动作的语义解析能力。Thu, 15 Oct 2026 19:07:34 GMTarXivHiking in the Wild: A Scalable Perceptive Parkour Framework for Humanoidshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.07718/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.07718/提出面向野外环境的可扩展感知跑酷框架，使人形机器人能够完成复杂地形中的感知与运动控制。Thu, 15 Oct 2026 19:07:34 GMTarXivRepresentational Similarity Alignment of Figurative Language in Humans and Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.09041/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.09041/通过表征相似性分析比较人类与大语言模型对隐喻等比喻性语言的处理，揭示二者语义表征的对齐程度与差异。Thu, 15 Oct 2026 19:07:34 GMTarXivReCreate: Reasoning and Creating Domain Agents Driven by Experiencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.11100/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.11100/提出 ReCreate 框架，通过经验驱动的推理与创建过程自动生成领域智能体，提升智能体在特定领域中的构建与适应能力。Thu, 15 Oct 2026 19:07:34 GMTarXivLess is More: Label-Guided Efficient Summarization of Procedural and Instructional Videoshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.12243/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.12243/提出标签引导的高效摘要方法，用更少信息为流程与教学视频生成更有用的关键步骤摘要。Thu, 15 Oct 2026 19:07:34 GMTarXivNeuroVLA: A Brain-inspired Embodied Intelligence for Fluid and Fast Reflexive Robotics Controlhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.14628/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.14628/提出受大脑启发的 NeuroVLA 具身智能框架，实现流畅且快速的反射式机器人控制。Thu, 15 Oct 2026 19:07:34 GMTarXivWhere is the multimodal goal post? On the Ability of Foundation Models to Recognize Highlights in Videoshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.16333/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.16333/系统评估多模态基础模型识别视频精彩片段的能力，揭示当前评测目标与模型表现之间的差距。Thu, 15 Oct 2026 19:07:34 GMTarXivRetell, Reward, Repeat: Reinforcement Learning for Narrative Theory-Informed Story Retellinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.17226/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.17226/提出结合叙事理论的强化学习故事复述框架，通过“复述-奖励-重复”迭代提升生成故事的结构与理论一致性。Thu, 15 Oct 2026 19:07:34 GMTarXivUni-RS: A Spatially Faithful Unified Understanding and Generation Model for Remote Sensinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.17673/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.17673/提出 Uni-RS，一个面向遥感的统一理解与生成模型，通过强调空间保真度来提升遥感图像理解与生成的几何一致性。Thu, 15 Oct 2026 19:07:34 GMTarXivPixSearch: Region-Grounded Retrieval for Knowledgeable Large Multimodal Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.19060/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.19060/提出区域接地检索方法 PixSearch，使大型多模态模型能够围绕图像区域检索外部知识，增强知识密集型多模态理解。Thu, 15 Oct 2026 19:07:34 GMTarXivVERGE: Formal Refinement and Guidance Engine for Verifiable LLM Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.20055/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.20055/提出形式化精化与引导引擎 VERGE，用于让大语言模型的推理过程更可验证、可改进并提升可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivScalable Power Sampling: Unlocking Efficient, Training-Free Reasoning for LLMs via Distribution Sharpeninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.21590/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.21590/提出可扩展幂采样与分布锐化方法，无需额外训练即可提升大语言模型推理的效率与表现。Thu, 15 Oct 2026 19:07:34 GMTarXivOpenVTON-Bench: A Large-Scale High-Resolution Benchmark for Controllable Virtual Try-On Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.22725/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2601.22725/提出大规模高分辨率可控虚拟试穿评测基准 OpenVTON-Bench，为虚拟试穿模型提供更全面、标准化的评估平台。Thu, 15 Oct 2026 19:07:34 GMTarXivFrom Associations to Activations: Comparing Behavioral and Hidden-State Semantic Geometry in LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.00628/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.00628/系统比较大语言模型行为关联与隐藏状态激活中的语义几何，揭示其可观察行为与内部表示之间的一致性和偏差。Thu, 15 Oct 2026 19:07:34 GMTarXivDCD: Decomposition-based Causal Discovery from Autocorrelated and Non-Stationary Temporal Datahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.01433/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.01433/提出基于分解的因果发现方法 DCD，用于从自相关且非平稳的时间序列数据中更可靠地识别因果结构。Thu, 15 Oct 2026 19:07:34 GMTarXivTTT-Parkour: Rapid Test-Time Training for Perceptive Robot Parkourhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.02331/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.02331/提出快速测试时训练框架 TTT-Parkour，使感知机器人跑酷系统能在部署阶段快速适应新地形并保持高效运动。Thu, 15 Oct 2026 19:07:34 GMTarXivFlow Policy Gradients for Robot Controlhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.02481/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.02481/提出流策略梯度方法，将流生成策略与策略梯度优化结合，用于提升机器人连续控制任务中的动作建模与学习效率。Thu, 15 Oct 2026 19:07:34 GMTarXivRisky-Bench: Evaluating Agentic Safety Risks in Real-World Life-Assist Deploymentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.03100/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.03100/提出Risky-Bench基准，用于评估现实生活辅助部署中智能体行为的安全风险，揭示其潜在危害与安全挑战。Thu, 15 Oct 2026 19:07:34 GMTarXivDRMOT: A Dataset and Framework for RGBD Referring Multi-Object Trackinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.04692/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.04692/构建了面向 RGBD 指代多目标跟踪的数据集与框架，利用深度信息提升基于语言指代的多目标跟踪精度与鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivCoupled Local and Global World Models for Efficient First Order RLhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.06219/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.06219/提出耦合局部与全局世界模型的高效一阶强化学习框架，在保留局部动态细节的同时利用全局模型提升长期规划与样本效率。Thu, 15 Oct 2026 19:07:34 GMTarXivOn the Dynamics of Delayed Generalization in Linear Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.08302/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.08302/在线性模型中分析延迟泛化的动力学，揭示训练过程中泛化性能何时以及为何滞后于损失下降。Thu, 15 Oct 2026 19:07:34 GMTarXivCombining scEEG and PPG for reliable sleep staginghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.15042/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.15042/融合scEEG和PPG两种生理信号进行睡眠分期，表明多模态互补信息可提升睡眠阶段识别的可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivArticulated 3D Scene Graphs for Open-World Mobile Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.16356/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.16356/提出面向开放世界移动操作的铰接式3D场景图，显式建模可动部件以支持机器人理解和操控复杂物体。Thu, 15 Oct 2026 19:07:34 GMTarXivFormal Policy Enforcement for Agentic Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.16708/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.16708/提出面向智能体系统的形式化策略执行机制，用可验证约束保证自主代理行为符合安全与合规要求。Thu, 15 Oct 2026 19:07:34 GMTarXivSimple Baselines are Competitive with Code Evolutionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.16805/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.16805/发现简单基线方法在代码演化任务中与复杂代码进化方法竞争力相当，挑战了该领域对复杂进化机制的过度依赖。Thu, 15 Oct 2026 19:07:34 GMTarXivThe Token Games: Evaluating Language Model Reasoning with Puzzle Duelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.17831/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.17831/提出Token Games基准，通过解谜对决评估语言模型的推理能力，揭示其在多步规划和策略博弈中的优势与局限。Thu, 15 Oct 2026 19:07:34 GMTarXivPrompt Interference in LLM Post-Training: Why Pass@k Optimization Can Degrade Pass@1https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.21189/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.21189/揭示LLM后训练中的提示干扰现象，即优化Pass@k可能以牺牲Pass@1为代价，从而提醒训练目标需兼顾单次与多次生成性能。Thu, 15 Oct 2026 19:07:34 GMTarXivStrategy Executability in Mathematical Reasoning: Leveraging Human-Model Differences for Effective Guidancehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.22583/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.22583/从策略可执行性视角分析数学推理，利用人类与模型在解题策略上的差异进行有效指导，从而提升模型数学推理表现。Thu, 15 Oct 2026 19:07:34 GMTarXivAn Analysis of Role Semantics in Directed Dynamic Graph Modeling for Edge Classificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.23135/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.23135/分析有向动态图建模中的角色语义，发现显式编码节点角色可改善边分类并揭示角色信息对动态图表示的关键作用。Thu, 15 Oct 2026 19:07:34 GMTarXivCausal Identification from Counterfactual Data: Completeness and Bounding Resultshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.23541/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.23541/系统研究反事实数据下的因果可识别性，给出可识别性的完备条件与不可识别情形的边界结果，推进因果推断理论。Thu, 15 Oct 2026 19:07:34 GMTarXivToward Guarantees for Clinical Reasoning in Vision Language Models via Formal Verificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.24111/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2602.24111/提出基于形式化验证的框架，为视觉语言模型的临床推理提供可验证保证，以提升医疗决策的安全性与可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivLearning Shortest Paths with Generative Flow Networkshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.01786/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.01786/提出用生成流网络学习最短路径的方法，将路径搜索建模为生成过程，从而在图上高效生成近似最优路径。Thu, 15 Oct 2026 19:07:34 GMTarXivCodecFlow: Efficient Bandwidth Extension via Conditional Flow Matching in Neural Codec Latent Spacehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.02022/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.02022/提出CodecFlow，在神经编解码器隐空间利用条件流匹配实现高效带宽扩展，以较低成本提升音频质量。Thu, 15 Oct 2026 19:07:34 GMTarXivA Counterfactual Graph Approach to Oppositional Narrative Analysishttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.06135/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.06135/提出反事实图方法建模对立叙事，通过干预事件连接与立场关系来揭示不同叙事框架之间的核心差异。Thu, 15 Oct 2026 19:07:34 GMTarXivNeural-Surrogate Co-Design of Aerodynamic Shape and Controlhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.06760/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.06760/提出气动外形与控制的神经代理协同设计方法，联合优化几何与控制以提升气动性能。Thu, 15 Oct 2026 19:07:34 GMTarXivScheduling Parallel Optical Circuit Switches for AI Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.07373/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.07373/研究面向 AI 训练的并行光电路交换机调度问题，提出调度方法以提升训练通信效率与带宽利用率。Thu, 15 Oct 2026 19:07:34 GMTarXivHybridStitch: Token-Adaptive Model Stitching for Efficient Diffusion Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.07815/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.07815/提出 token 自适应模型拼接方法 HybridStitch，在扩散生成中动态组合模型以提升生成效率与质量。Thu, 15 Oct 2026 19:07:34 GMTarXivGrammar of the Wave: Towards Explainable Multivariate Time Series Event Detection via Neuro-Symbolic VLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.11479/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.11479/提出神经符号 VLM 智能体框架 Grammar of the Wave，实现可解释的多变量时间序列事件检测。Thu, 15 Oct 2026 19:07:34 GMTarXivOxyGen: Unified KV Cache Management for VLA Inference under Multi-Task Parallelismhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.14371/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.14371/提出 OxyGen 统一 KV 缓存管理机制，支持多任务并行下的 VLA 推理，提高显存利用效率与推理吞吐。Thu, 15 Oct 2026 19:07:34 GMTarXivAnolisVLA: Lightweight Vision-Language-Action Model with Deep State Space Models for Mobile Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.15046/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.15046/提出基于深度状态空间模型的轻量视觉-语言-动作模型 AnolisVLA，面向移动操作任务兼顾效率与长程控制能力。Thu, 15 Oct 2026 19:07:34 GMTarXivDyJR: Preserving Diversity in Reinforcement Learning with Verifiable Rewards via Dynamic Jensen-Shannon Replayhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.16157/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.16157/提出动态 Jensen-Shannon 回放方法 DyJR，在带可验证奖励的强化学习中保持策略多样性，缓解模式崩溃与多样性丧失。Thu, 15 Oct 2026 19:07:34 GMTarXivDon't Ask: Understanding What Numeric Self-Reports Measure in Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.18893/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.18893/研究发现语言模型的数字自我报告并不能可靠反映其真实内部状态或能力，且易受提示与上下文偏差影响，需谨慎解读。Thu, 15 Oct 2026 19:07:34 GMTarXivContrastive Metric Learning for Point Cloud Segmentation in Highly Granular Detectorshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.23356/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.23356/将对比度量学习用于高粒度探测器点云分割，增强细粒度类间区分能力与分割鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivTopoPilot: Reliable Conversational Workflow Automation for Topological Data Analysis and Visualizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.25063/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.25063/提出面向拓扑数据分析与可视化的可靠对话式工作流自动化系统 TopoPilot，使用户可通过自然语言驱动可复现的 TDA 流程。Thu, 15 Oct 2026 19:07:34 GMTarXivJAL-Turn: Joint Acoustic-Linguistic Modeling for Real-Time and Robust Turn-Taking Detection in Full-Duplex Spoken Dialogue Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.26515/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.26515/提出联合声学-语言建模的 JAL-Turn，实现全双工口语对话中实时且鲁棒的轮次转换检测，提升噪声与打断场景下的响应准确性。Thu, 15 Oct 2026 19:07:34 GMTarXivIMAGAgent: Orchestrating Multi-Turn Image Editing via Constraint-Aware Planning and Reflectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.29602/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.29602/提出 IMAGAgent，通过约束感知规划与反思协调多轮图像编辑，提升复杂编辑指令的执行一致性和质量。Thu, 15 Oct 2026 19:07:34 GMTarXivScoringBench: A Benchmark for Evaluating Tabular Foundation Models with Proper Scoring Ruleshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.29928/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2603.29928/提出ScoringBench基准，使用恰当评分规则评估表格基础模型的概率预测质量与校准表现，弥补传统指标在评估上的不足。Thu, 15 Oct 2026 19:07:34 GMTarXivLogarithmic Scores, Power-Law Discoveries: Disentangling Measurement from Coverage in Agent-Based Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.00477/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.00477/通过分离测量精度与覆盖范围，揭示基于智能体的评估中得分呈对数关系、发现呈幂律分布，并给出更公平的评估分析框架。Thu, 15 Oct 2026 19:07:34 GMTarXivAromaGen: Interactive Generation of Rich Olfactory Experiences with Multimodal Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.01650/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.01650/提出 AromaGen，利用多模态语言模型交互式生成丰富气味体验，推动嗅觉内容生成与多感官交互。Thu, 15 Oct 2026 19:07:34 GMTarXivProcess Rewards for Outcome-Guided Reasoning Steps in LLM Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.02341/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.02341/提出结合结果引导的过程奖励方法，为 LLM 强化学习中的推理步骤提供细粒度反馈，从而提升复杂推理能力。Thu, 15 Oct 2026 19:07:34 GMTarXivGenerating Synthetic Doctor-Patient Conversations for Long-form Audio Summarizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.06138/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.06138/构建合成医患对话数据用于长音频摘要，证明合成数据可缓解真实医疗对话标注稀缺并提升摘要模型表现。Thu, 15 Oct 2026 19:07:34 GMTarXivCMP: Robust Whole-Body Tracking for Loco-Manipulation via Competence Manifold Projectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.07457/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.07457/提出 CMP，通过能力流形投影实现鲁棒全身跟踪，提升移动操作任务中的运动稳定性和适应性。Thu, 15 Oct 2026 19:07:34 GMTarXivMitigating Distribution Sharpening in Math RLVR via Distribution-Aligned Hint Synthesis and Backward Hint Annealinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.07747/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.07747/针对数学可验证奖励强化学习中的分布锐化问题，提出分布对齐提示合成与后向提示退火方法，缓解性能退化并提升推理泛化能力。Thu, 15 Oct 2026 19:07:34 GMTarXivPR-MaGIC: Prompt Refinement Via Mask Decoder Gradient Flow For In-Context Segmentationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.12113/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.12113/提出 PR-MaGIC，利用掩码解码器梯度流进行提示细化，以提升上下文分割的准确性与泛化性。Thu, 15 Oct 2026 19:07:34 GMTarXivFeed-Forward 3D Scene Modeling: A Problem-Driven Perspectivehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.14025/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.14025/从问题驱动视角梳理前馈式 3D 场景建模的优势、挑战与未来方向，强调其相较传统优化式建模的潜力。Thu, 15 Oct 2026 19:07:34 GMTarXivBeyond Single-Model Optimization: Preserving Plasticity in Continual Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.15414/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.15414/指出持续强化学习不应只优化单模型，提出保持可塑性的方法以缓解灾难性遗忘并支持长期适应。Thu, 15 Oct 2026 19:07:34 GMTarXivNegative Advantages Is a Double-Edged Sword: Calibrating advantages in GRPO for Search Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.18235/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.18235/针对 GRPO 中负优势对搜索智能体既促进探索又导致不稳定的双重效应，提出优势校准方法以提升训练稳定性和搜索性能。Thu, 15 Oct 2026 19:07:34 GMTarXivTurboEvolve: Towards Fast and Robust LLM-Driven Program Evolutionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.18607/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.18607/提出 TurboEvolve，通过高效演化策略提升 LLM 驱动程序演化的速度与鲁棒性，在更少评估下获得更优程序。Thu, 15 Oct 2026 19:07:34 GMTarXivUniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modelinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.19734/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.19734/提出统一物理语言 UniT，用于连接人类到人形机器人的策略学习与世界建模。Thu, 15 Oct 2026 19:07:34 GMTarXivMILP the Gap: An Automated Reasoning Approach to Condorcet's Paradoxhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.19851/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.19851/将 Condorcet 悖论形式化为混合整数线性规划问题，提供自动化推理与悖论分析的新途径。Thu, 15 Oct 2026 19:07:34 GMTarXivCall-Chain-Aware LLM-Based Test Generation for Java Projectshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.22046/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.22046/提出调用链感知的 LLM 测试生成方法，利用 Java 项目调用链信息提升生成测试的相关性与有效性。Thu, 15 Oct 2026 19:07:34 GMTarXivPermaFrost-Attack: Stealth Pretraining Seeding(SPS) for planting Logic Landmines During LLM Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.22117/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.22117/提出 PermaFrost-Attack，利用隐蔽的预训练播种在 LLM 训练中埋入逻辑地雷，实现难以检测的后门触发。Thu, 15 Oct 2026 19:07:34 GMTarXivCross-Stage Coherence in Hierarchical Driving VQA: A Consistency Protocol and Parameter-Efficient Gated Context Routinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.22560/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.22560/提出跨阶段一致性协议和参数高效的门控上下文路由，以增强分层驾驶 VQA 中的跨阶段连贯性。Thu, 15 Oct 2026 19:07:34 GMTarXivHiding in Plain Sight: Detectability-Aware Antidistillation of Reasoning Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.23238/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.23238/提出可检测性感知的反蒸馏方法，使针对推理模型的防护扰动隐藏于正常输出中，从而在不被轻易察觉的情况下抵抗蒸馏。Thu, 15 Oct 2026 19:07:34 GMTarXivAgentic Architect: An Agentic AI Framework for Architecture Design Exploration and Optimizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.25083/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2604.25083/提出智能体AI框架Agentic Architect，通过多智能体协作自动化探索与优化建筑设计空间，提升方案搜索效率和设计性能。Thu, 15 Oct 2026 19:07:34 GMTarXivStructure Liberates: How Constrained Sensemaking Produces More Novel Research Outputhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.00557/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.00557/研究表明适度的结构约束能促进意义建构，从而使研究产出更具新颖性。Thu, 15 Oct 2026 19:07:34 GMTarXivRefining Compositional Diffusion for Reliable Long-Horizon Planninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.03075/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.03075/提出改进的组合扩散规划方法，通过细化生成过程提升长时程规划任务的可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivOracleProto: A Reproducible Framework for Benchmarking LLM Forecasting via Knowledge Cutoffs and Temporal Maskinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.03762/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.03762/提出 OracleProto 可复现基准框架，通过知识截止与时间掩码评估 LLM 预测能力并减少时间泄漏。Thu, 15 Oct 2026 19:07:34 GMTarXivHow Do Novice Describers Edit AI Drafts? The Role of Draft Quality in Audio Description Authoringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.05348/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.05348/通过研究新手描述者如何编辑 AI 草稿，发现草稿质量会显著影响其编辑行为与最终音频描述质量。Thu, 15 Oct 2026 19:07:34 GMTarXivXL-SafetyBench: A Country-Grounded Cross-Cultural Benchmark for LLM Safety and Cultural Sensitivityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.05662/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.05662/提出 XL-SafetyBench，一个以国家为背景的跨文化基准，用于系统评估大语言模型的安全性与文化敏感性。Thu, 15 Oct 2026 19:07:34 GMTarXivSelective Successor Eligibility Traces for RLVRhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.05965/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.05965/提出用于可验证奖励强化学习（RLVR）的选择性后继资格迹，以改进信用分配和训练效率。Thu, 15 Oct 2026 19:07:34 GMTarXivVibeServe: Can AI Agents Build Bespoke LLM Serving Systems?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.06068/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.06068/提出 VibeServe 并探索 AI 智能体能否根据需求自动构建定制化 LLM 服务系统。Thu, 15 Oct 2026 19:07:34 GMTarXivAdaGamma: State-Dependent Discounting for Temporal Adaptation in Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.06149/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.06149/提出 AdaGamma，采用状态依赖折扣因子实现强化学习中的时间自适应，提升不同时间尺度任务的学习表现。Thu, 15 Oct 2026 19:07:34 GMTarXivMultimodal synthesis of MRI and tabular data with diffusion in a joint latent space via cross-attentionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.06699/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.06699/提出在联合潜在空间中通过交叉注意力扩散来合成 MRI 与表格数据，促进医学多模态数据的生成与融合。Thu, 15 Oct 2026 19:07:34 GMTarXivHIMMEL: Hierarchical Interleaved Multi-stream Motion Encoding for Long Video Understandinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.08158/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.08158/提出 HIMMEL 分层交错多流运动编码方法，通过更有效地建模长视频中的运动信息来提升长视频理解。Thu, 15 Oct 2026 19:07:34 GMTarXivMemQ: Integrating Q-Learning into Self-Evolving Memory Agents over Provenance DAGshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.08374/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.08374/提出 MemQ，将 Q 学习融入基于溯源 DAG 的自进化记忆智能体，以优化记忆操作与决策。Thu, 15 Oct 2026 19:07:34 GMTarXivRewardHarness: Self-Evolving Agentic Post-Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.08703/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.08703/提出 RewardHarness 自进化智能体后训练框架，利用奖励信号让智能体在训练过程中持续自我改进。Thu, 15 Oct 2026 19:07:34 GMTarXivData-driven Circuit Discovery for Interpretability of Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.09129/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.09129/提出数据驱动的电路发现方法，自动识别语言模型内部承担关键功能的可解释子电路。Thu, 15 Oct 2026 19:07:34 GMTarXivVerifiable Process Rewards for Agentic Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.10325/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.10325/提出面向智能体推理的可验证过程奖励，以对中间推理步骤提供可靠监督并提升最终结果可信度。Thu, 15 Oct 2026 19:07:34 GMTarXivArgumentation-Based Person-Tailored Storytelling for Older Adults: A Reflective Hybrid AI Architecturehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.10531/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.10531/提出一种基于论证的反思型混合 AI 架构，为老年人生成个性化故事并支持其反思与参与。Thu, 15 Oct 2026 19:07:34 GMTarXivWhen and How to Canonize: A Generalization Perspectivehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.11008/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.11008/从泛化视角分析何时以及如何执行规范化（canonize），揭示其对模型泛化能力的影响与适用条件。Thu, 15 Oct 2026 19:07:34 GMTarXivDiscrete Flow Matching for Offline-to-Online Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12379/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12379/将离散流匹配引入离线到在线强化学习，以生成式策略建模改善离线预训练到在线微调的适应过程。Thu, 15 Oct 2026 19:07:34 GMTarXivBeyond GRPO and On-Policy Distillation: An Empirical Sparse-to-Dense Reward Principle for Language-Model Post-Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12483/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12483/提出一种从稀疏到稠密奖励的经验性原则，用于语言模型后训练，并在 GRPO 和同策略蒸馏之外展示更优表现。Thu, 15 Oct 2026 19:07:34 GMTarXivDiscrete MeanFlow: One-Step Generation via Conditional Transition Kernelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12805/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.12805/提出 Discrete MeanFlow，利用条件转移核实现离散数据的一步生成，兼顾生成质量与采样效率。Thu, 15 Oct 2026 19:07:34 GMTarXivRevealing the Gap in Human and VLM Scene Description through Counterfactual Semantic Saliencyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.13047/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.13047/提出反事实语义显著性方法，量化并揭示人类与视觉语言模型在场景描述中关注语义要素的差异。Thu, 15 Oct 2026 19:07:34 GMTarXivTowards Long-horizon Embodied Agents with Tool-Aligned Vision-Language-Action Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.13119/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.13119/提出工具对齐的视觉-语言-动作模型，通过将工具使用与VLA策略对齐，提升具身智能体在长时程任务中的规划与执行能力。Thu, 15 Oct 2026 19:07:34 GMTarXivConcurrency without Model Changes: Future-based Asynchronous Function Calling for LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.15077/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.15077/提出基于 Future 的异步函数调用机制，使 LLM 无需修改模型即可支持并发工具调用，从而提升执行效率。Thu, 15 Oct 2026 19:07:34 GMTarXiv$\alpha$-TCAV: A Unified Framework for Testing with Concept Activation Vectorshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.15688/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.15688/提出 α-TCAV 统一框架，扩展概念激活向量测试，为模型概念表示检验提供更灵活且严谨的假设检验方法。Thu, 15 Oct 2026 19:07:34 GMTarXivConditioned in Training, Dispensable at Inference: Typological Conditioning for Multilingual Speech Translationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.16026/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.16026/发现多语言语音翻译训练中引入类型学条件可带来增益，而推理时去除该条件仍能保留效果，从而降低部署依赖。Thu, 15 Oct 2026 19:07:34 GMTarXivLoopQ: Quantization for Looped Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.16343/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.16343/提出 LoopQ，一种面向循环语言模型的量化方法，在降低循环结构计算与存储开销的同时尽量保持模型性能。Thu, 15 Oct 2026 19:07:34 GMTarXivLearning Higher-Order Interactions from Incomplete Spatiotemporal Data with Mixtures of Hypergraph Laplacianshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.17316/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.17316/提出基于超图拉普拉斯混合的模型，从不完整时空数据中学习高阶交互，提升对缺失数据场景的建模能力。Thu, 15 Oct 2026 19:07:34 GMTarXiv$\boldsymbol{f}$-OPD: Stabilizing Long-Horizon On-Policy Distillation with Freshness-Aware Controlhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.17862/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.17862/提出 f-OPD，利用新鲜度感知控制来稳定长时程在线策略蒸馏，缓解误差累积和分布漂移问题。Thu, 15 Oct 2026 19:07:34 GMTarXivTraining data attribution in diffusion models via mirrored unlearning and noise-consistent skewhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.17938/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.17938/提出基于镜像遗忘与噪声一致偏斜的扩散模型训练数据归因方法，以更准确追踪生成内容与训练样本之间的影响关系。Thu, 15 Oct 2026 19:07:34 GMTarXivStdlib or Third-Party? Empirical Performance and Correctness of LLM-Assisted Zero-Dependency Python Librarieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.21405/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.21405/实证评估 LLM 辅助生成零依赖 Python 库时仅使用标准库与使用第三方库在性能和正确性上的差异，揭示零依赖方案的实际权衡。Thu, 15 Oct 2026 19:07:34 GMTarXivEnergy per Successful Goal: Goal-Level Energy Accounting for Agentic AI Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.22883/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.22883/提出以“每个成功目标能耗”为核心的目标级能量核算方法，为智能体 AI 系统提供更贴近任务成效的能效评估。Thu, 15 Oct 2026 19:07:34 GMTarXivCTI2TTP: Evidence-Grounded TTP Extraction from Cyber Threat Intelligence via Diverge-then-Converge Verificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.25836/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.25836/提出 CTI2TTP，通过“先发散后收敛”的验证框架从网络威胁情报中提取有证据支撑的 TTP，提升抽取结果的准确性与可验证性。Thu, 15 Oct 2026 19:07:34 GMTarXivGAC: Noise-Aware Adaptive Mixing for Hybrid SFT-RL Post-Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.26184/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.26184/提出 GAC，一种噪声感知自适应混合方法，用于在后训练中动态平衡 SFT 与 RL，从而缓解噪声干扰并提升混合后训练效果。Thu, 15 Oct 2026 19:07:34 GMTarXivTADDLE: A Tool-Augmented Agent for Detecting Deficient LLM-Generated Peer Reviewshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.26911/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.26911/提出工具增强智能体 TADDLE，用于自动检测 LLM 生成同行评审中的缺陷与不足。Thu, 15 Oct 2026 19:07:34 GMTarXivHow Do Uncertainty Estimators Align with Hallucination Occurrence in LLMs?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.27016/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.27016/系统考察LLM中不确定性估计器与幻觉发生之间的一致性，揭示它们在指示幻觉方面的有效性边界与潜在失配。Thu, 15 Oct 2026 19:07:34 GMTarXivWhen LLM Reward Design Fails: Diagnostic-Driven Refinement for Sparse Structured RLhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.28918/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.28918/针对LLM奖励设计失败问题，提出诊断驱动的奖励细化方法，以改善稀疏结构化强化学习中的奖励信号与策略学习效果。Thu, 15 Oct 2026 19:07:34 GMTarXivGEO-Bench: Benchmarking Ranking Manipulation in Generative Engine Optimizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.29107/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.29107/提出GEO-Bench基准，用于系统评测生成式引擎优化中的排序操纵行为，揭示生成式搜索排序的脆弱性并推动防御研究。Thu, 15 Oct 2026 19:07:34 GMTarXivConMoE: MoE Compression as Expert Selection and Functional Assignmenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.29350/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.29350/提出 ConMoE，将混合专家模型的压缩重新表述为专家选择与功能分配，以在减少专家数量的同时保持模型能力。Thu, 15 Oct 2026 19:07:34 GMTarXivEvolve as a Team: Collaborative Self-Evolution for LLM-based Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.29790/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.29790/提出面向LLM多智能体系统的协作自演化框架，使智能体团队通过协同经验共享与共同进化持续提升复杂任务表现。Thu, 15 Oct 2026 19:07:34 GMTarXivConformal Certification of Reasoning Trace Prefixeshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.30085/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.30085/提出基于共形预测的推理轨迹前缀认证方法，为 LLM 推理过程的中间步骤提供统计可靠性保证。Thu, 15 Oct 2026 19:07:34 GMTarXividSCD: Identifying Training Datasets through Semantic Correlation Descriptorshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.30462/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2605.30462/提出idSCD方法，利用语义相关描述子识别特定模型的训练数据集，为数据溯源与训练数据版权检测提供有效手段。Thu, 15 Oct 2026 19:07:34 GMTarXivHoeffding Concept Bottleneck Models with Applications to Overhead Imageshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00082/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00082/提出Hoeffding概念瓶颈模型，在保持概念级可解释性的同时提升对俯视/航拍图像等任务的建模能力与统计可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivReal2SAM2Real: Generative 3D Caches as Complementary Context for Video Diffusionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00299/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00299/提出Real2SAM2Real框架，将生成式3D缓存作为视频扩散模型的补充上下文，以增强真实场景视频生成中的时空一致性与几何可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivShape Your Body: Value Gradients for Multi-Embodiment Robot Designhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00702/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00702/提出基于价值梯度的多形态机器人身体设计方法，通过将形态参数纳入价值函数梯度优化，实现身体结构与控制策略的协同设计。Thu, 15 Oct 2026 19:07:34 GMTarXivCoMIC: Collaborative Memory and Insights Circulation for Long-Horizon LLM Agents in Web Cloud-Edge Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00756/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00756/提出 CoMIC 协作记忆与洞察循环机制，支持 Web 云边系统中长时程 LLM 智能体的记忆共享与信息流通。Thu, 15 Oct 2026 19:07:34 GMTarXivHow Much Can Repeated Running Buy? A Measured Variance Ceiling for LLM Code Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00920/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.00920/通过测量重复运行LLM代码评测的方差上限，量化了重复采样降低评估波动所能带来的收益边界，表明其不能无限提升可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivThe Value of Spike Timing: A Leakage-Resistant Benchmark of SNN Design Choices for Network Intrusion Detectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.01442/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.01442/提出一种抗信息泄漏的SNN设计基准，系统评估脉冲神经网络在网络入侵检测中的设计选择并凸显精确脉冲时序对性能的核心价值。Thu, 15 Oct 2026 19:07:34 GMTarXivRevisiting Ripple Effects in Knowledge Editing through Pressure-Aware Joint Neighborhood Optimizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.01610/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.01610/通过压力感知的联合邻域优化重新审视知识编辑的涟漪效应，以缓解编辑对相关知识的意外影响。Thu, 15 Oct 2026 19:07:34 GMTarXivLearning When to Translate for Multilingual Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.02465/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.02465/提出让模型学习何时进行翻译，以提升多语言推理的效率与表现。Thu, 15 Oct 2026 19:07:34 GMTarXivEconomy of Minds: Emerging Multi-Agent Intelligence with Economic Interactionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.02859/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.02859/探讨经济交互如何促进多智能体系统中新型智能的涌现。Thu, 15 Oct 2026 19:07:34 GMTarXivOpenAgenet / OAN White Paper: Open Infrastructure for Trusted Agent Interconnectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.03161/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.03161/提出OAN白皮书开放基础设施，支持可信智能体之间的互联互通。Thu, 15 Oct 2026 19:07:34 GMTarXivOpenAgenet / OAN Yellow Paper: Technical Architecture for Trust-Governed Resource Identity and Discoveryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.03163/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.03163/提出OAN黄皮书技术架构，面向可信治理的资源身份与发现机制。Thu, 15 Oct 2026 19:07:34 GMTarXivAdaptive Patching Is Harder Than It Looks For Time-Series Forecastinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.04074/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.04074/揭示自适应分块在时间序列预测中比预期更困难，提醒现有方法可能高估其效果。Thu, 15 Oct 2026 19:07:34 GMTarXivInstant-Fold: In-Context Imitation Learning for Deformable Object Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.04269/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.04269/提出Instant-Fold方法，通过上下文模仿学习实现可变形物体操作中的折叠任务。Thu, 15 Oct 2026 19:07:34 GMTarXivNoRA: Evaluating Grounded Reasonableness in Visual First-person Normative Action Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.04806/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.04806/提出NoRA评估框架，衡量视觉第一人称规范动作推理中基于情境的合理性。Thu, 15 Oct 2026 19:07:34 GMTarXivPlan, Watch, Recover: A Benchmark and Architectures for Proactive Procedural Assistancehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.04970/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.04970/提出Plan-Watch-Recover基准与架构，用于主动式流程辅助中的规划、监控与恢复。Thu, 15 Oct 2026 19:07:34 GMTarXivImproving Heart-Focused Medical Question Answering in LLMs via Variance-Aware Rubric Rewards with GRPOhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.05174/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.05174/提出方差感知评分量表奖励并结合GRPO，提升大语言模型在心脏医学问答中的表现。Thu, 15 Oct 2026 19:07:34 GMTarXivTAM: Torque Adaptation Module for Robust Motion Transfer in Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.06218/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.06218/提出力矩适应模块TAM，通过适应关节力矩实现操作任务中更鲁棒的运动迁移。Thu, 15 Oct 2026 19:07:34 GMTarXivThe Geography of Algorithmic Judgment: LLM Intermediaries, Place Identity, and Racial Steering in Housing Searchhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.06694/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.06694/发现住房搜索中的LLM中介会结合地点身份产生种族导向的推荐偏差，揭示算法判断如何加剧居住搜索中的地理与种族不平等。Thu, 15 Oct 2026 19:07:34 GMTarXivDataEvolver: Automatic Data Preparation for Large Language Models through Multi-Level Self-Evolvinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.07001/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.07001/提出DataEvolver，通过多层级自演化自动完成大语言模型的数据准备，减少人工干预并提升数据质量与适配性。Thu, 15 Oct 2026 19:07:34 GMTarXivOne Skill, Two Masters: Serving Users and Attackers through Skill Injectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.07943/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.07943/揭示技能注入机制在赋能用户的同时也可被攻击者利用，强调需对LLM智能体技能供应链进行双向安全防护。Thu, 15 Oct 2026 19:07:34 GMTarXivTrajectory-Refined Distillationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.08432/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.08432/提出轨迹精炼蒸馏方法，通过优化和利用推理轨迹提升学生模型的训练效果与能力迁移。Thu, 15 Oct 2026 19:07:34 GMTarXivLATTEArena: An Evaluation Framework for LLM-powered Tabular Feature Engineering (Extended Version)https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.09004/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.09004/提出 LATTEArena 评测框架，用于系统评估 LLM 驱动的表格特征工程，并在扩展版中提供更全面的任务与指标。Thu, 15 Oct 2026 19:07:34 GMTarXivBusiness World Modelhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.10044/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.10044/提出面向商业决策的世界模型，旨在建模市场与企业动态以支持预测、推理和策略规划。Thu, 15 Oct 2026 19:07:34 GMTarXivBeyond Locality: Feature-Boundary Auditing for OS-Integrated AIhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.10173/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.10173/提出超越局部性的特征边界审计方法，用于检测操作系统集成AI在跨模块行为中的特征级风险与安全边界。Thu, 15 Oct 2026 19:07:34 GMTarXivRAIL: Rethinking Auditory Intelligence in Large Audio-Language Models with a CHC-Grounded Benchmarkhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.11260/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.11260/提出基于CHC理论的RAIL基准，重新审视大型音频语言模型的听觉智能，并暴露其在多层级听觉认知能力上的短板。Thu, 15 Oct 2026 19:07:34 GMTarXivTask-Aligned Stability Analysis of Vision-Language Models for Autonomous Driving Hazard Detectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.11889/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.11889/面向自动驾驶危险检测，提出任务对齐的稳定性分析方法，评估视觉语言模型在扰动与分布变化下保持危险识别能力的可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivHiLo-Token: Input-Adaptive High-Low Frequency Token Compression for Efficient Image Editinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.13898/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.13898/提出HiLo-Token，以输入自适应的高低频token压缩策略提升图像编辑效率，同时保留关键高频细节与低频结构。Thu, 15 Oct 2026 19:07:34 GMTarXivThreadBench: Benchmarking Realism in Agentic Simulation of Real-world Discussionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.14715/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.14715/提出ThreadBench基准，用于评估智能体模拟真实世界讨论的逼真度，并揭示现有模拟方法在讨论动态与真实性上的不足。Thu, 15 Oct 2026 19:07:34 GMTarXivOSGuard: A Benchmark for Safety in Computer-Use Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.15034/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.15034/提出 OSGuard 基准，用于评估计算机操作型智能体的安全性，覆盖真实操作系统任务中的风险与防护能力。Thu, 15 Oct 2026 19:07:34 GMTarXivLLM Judges Have Dark Current: Stratified Null and Utility Tests for LLM Judge Reliabilityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.15610/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.15610/揭示LLM评审器存在类似“暗电流”的系统性基线偏差，并提出分层零假设与效用测试以更可靠地衡量其判断质量。Thu, 15 Oct 2026 19:07:34 GMTarXivRetrievable Gradients: Continual Post-Training Without Cumulative Weight Drifthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.15734/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.15734/提出“可检索梯度”方法，在持续后训练中通过检索并复用历史梯度而非累积更新权重，从而避免权重漂移并保持旧任务能力。Thu, 15 Oct 2026 19:07:34 GMTarXivFrom Brewing to Resolution: Tracing the Internal Lifecycle of Code Reasoning in LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.17648/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.17648/追踪 LLM 代码推理从“酝酿”到“解决”的内部生命周期，揭示其阶段性机制与关键动态。Thu, 15 Oct 2026 19:07:34 GMTarXivPseudoBench: Measuring How Agentic Auto-Research Fuels Pseudosciencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.18060/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.18060/提出 PseudoBench 基准，用于衡量自主研究型智能体在自动化科研流程中如何助推伪科学，揭示相关风险与评测需求。Thu, 15 Oct 2026 19:07:34 GMTarXivBeyond Reward Engineering: A Data Recipe for Long-Context Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.18831/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.18831/提出面向长上下文强化学习的数据配方，表明精心设计的数据组合可超越奖励工程成为提升长上下文RL效果的关键。Thu, 15 Oct 2026 19:07:34 GMTarXivDecoupling Search from Reasoning: A Vendor-Agnostic Grounding Architecture for LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.18947/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.18947/提出一种将搜索与推理解耦、供应商无关的 grounding 架构，使 LLM 智能体能够灵活接入不同检索/工具来源并提升可移植性与可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivHuman-like autonomy emerges from self-play and a pinch of human datahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.19370/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.19370/发现自博弈结合少量人类数据可涌现类人自主性，表明完全自主行为可能无需大量人类示范。Thu, 15 Oct 2026 19:07:34 GMTarXivReward as An Agent for Embodied World Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.19990/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.19990/将奖励建模为具身世界模型中的主动智能体，利用奖励引导世界模型学习与想象，从而提升具身决策与规划表现。Thu, 15 Oct 2026 19:07:34 GMTarXivScholarQuest: A Taxonomy-Guided Benchmark for Agentic Academic Paper Search in Open Literature Environmentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.20235/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.20235/提出受分类体系引导的ScholarQuest基准，用于在开放文献环境中评测智能体式学术论文搜索能力。Thu, 15 Oct 2026 19:07:34 GMTarXivRoboGaze: Evaluating Robot World Models via Structured Vision-Language Analysishttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.28385/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.28385/提出RoboGaze，用结构化视觉-语言分析评估机器人世界模型，提供更可解释的能力诊断。Thu, 15 Oct 2026 19:07:34 GMTarXivWhen AI Reviews Its Own Code: Recursive Self-Training Collapse in Code LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.28438/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.28438/揭示代码大模型在递归自我训练与自我审查中会因误差累积发生性能崩溃，警示自训练数据闭环的风险。Thu, 15 Oct 2026 19:07:34 GMTarXivMedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodeshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.28900/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.28900/提出 MedEvoEval，通过模拟临床 episode 评估医生智能体的持续演化能力，检验其在长期临床实践中知识更新与决策能力的提升。Thu, 15 Oct 2026 19:07:34 GMTarXivWhat a Pooled Leaderboard Does Not Say: Auditing the Scope and Provenance of Method Comparisons in Microservice RCA Benchmarkshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29159/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29159/审计微服务根因分析基准中方法比较的范围与来源，揭示汇总排行榜可能因数据来源和实验设置差异而掩盖结论的不可比性。Thu, 15 Oct 2026 19:07:34 GMTarXivProcess Advantage Signal Shaping: Advantage Construction for Process-Supervised Reinforcement Learning in LLM Reasonershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29296/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29296/提出过程优势信号塑形方法，为 LLM 推理器的过程监督强化学习构建更细粒度的优势信号，从而提升推理训练效果。Thu, 15 Oct 2026 19:07:34 GMTarXivWhen LLMs Develop Languages: Symbolic Communication for Efficient Multi-Agent Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29354/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29354/研究 LLM 多智能体如何自发发展出符号语言，发现符号化通信可显著提升多智能体推理的效率与协作能力。Thu, 15 Oct 2026 19:07:34 GMTarXivCritical Interval MSE: Toward Reliable Offline Validation for Robot Manipulation Policieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29898/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.29898/提出Critical Interval MSE指标，面向机器人操作策略的离线验证，强调关键区间误差以更可靠地评估策略表现。Thu, 15 Oct 2026 19:07:34 GMTarXivFederated Learning with Energy-Based Structured Probabilistic Inferencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.30161/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2606.30161/将能量基结构化概率推断引入联邦学习，以在分布式客户端间更有效地建模复杂依赖并改进聚合与推断性能。Thu, 15 Oct 2026 19:07:34 GMTarXivBulkhead: Automated Semantic Detection and Remediation of Container Escape Vulnerabilitieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.12723/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.12723/提出Bulkhead，通过语义分析自动检测并修复容器逃逸漏洞，从而提升容器隔离安全性。Thu, 15 Oct 2026 19:07:34 GMTarXivTracing Agentic Failure from the Flow of Successhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.12747/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.12747/提出从成功执行流中追踪智能体失败根源的方法，通过对比成功轨迹定位并解释失败发生的关键环节。Thu, 15 Oct 2026 19:07:34 GMTarXivNever Too Late for Force: Accelerating VLA Post-Training with Reactive Force Injectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.14236/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.14236/提出在VLA后训练阶段注入反应式力反馈的方法，表明即使较晚引入力信息也能显著加速策略适应并提升操作性能。Thu, 15 Oct 2026 19:07:34 GMTarXivActive Inference as a Convex Markov Decision Processhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.20152/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.20152/将主动推理重构为凸马尔可夫决策过程，为相关规划与决策提供凸优化视角和可扩展求解途径。Thu, 15 Oct 2026 19:07:34 GMTarXivThis Is a Good Paper, Right? How Tag Questions Affect Sycophancy Across 106 Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.23976/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.23976/通过106个语言模型实验揭示附加疑问句会影响模型的谄媚倾向，并可能诱发更强的迎合行为。Thu, 15 Oct 2026 19:07:34 GMTarXivSame Illness, Different Voice: Restating the Patient's Account Narrows Narrative Anchoring in Clinical Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.27384/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.27384/发现让临床语言模型重述患者叙述可缩小叙事锚定效应，使不同表述下的诊断推理更一致。Thu, 15 Oct 2026 19:07:34 GMTarXivFlux-OPD: On-Policy Distillation with Evolving Contextshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.28022/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.28022/提出Flux-OPD，利用演化上下文进行在策略蒸馏，以增强模型对动态场景的适应能力。Thu, 15 Oct 2026 19:07:34 GMTarXivMIND: Lightweight and Effective Memory Injection Defense for LLM Agents via Intent-Aware Information Bottleneckhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.28103/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2607.28103/提出 MIND，一种基于意图感知信息瓶颈的轻量级记忆注入防御方法，可有效阻止恶意记忆注入并保护 LLM 智能体决策。Thu, 15 Oct 2026 19:07:34 GMTarXivLarge language models for partial differential equation workflowshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.03600/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.03600/系统探讨大语言模型在偏微分方程工作流中的应用，展示其从建模、离散化、代码生成到结果验证等环节自动化求解 PDE 的潜力与挑战。Thu, 15 Oct 2026 19:07:34 GMTarXiv$\mathrm{R}{\scriptstyle\mathrm{EAL}}\mathrm{G}{\scriptstyle\mathrm{UARD}}$: Reliable, Efficient, and Auditable LLM Safeguards via Latent Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.03838/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.03838/提出 REALGUARD，通过潜在推理实现可靠、高效且可审计的 LLM 安全防护，在提升防御效果的同时降低开销并增强可解释性。Thu, 15 Oct 2026 19:07:34 GMTarXivContinualSkillBench: Can LLM Agents Truly Evolve Their Capabilities?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.03874/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.03874/提出 ContinualSkillBench 基准，用于评估 LLM 智能体在持续任务序列中能否真正演化技能并揭示其能力增长、迁移与遗忘之间的核心矛盾。Thu, 15 Oct 2026 19:07:34 GMTarXivSafeBranch: Branch-Pair Safety Alignment for Embodied Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.19729/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.19729/提出SafeBranch分支对安全对齐方法，用于提升具身智能体在分支决策与长程任务中的安全性。Thu, 15 Oct 2026 19:07:34 GMTarXivReguSim: Evaluating LLM Agent Rule Grounding in Financial Compliancehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.19974/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.19974/提出ReguSim评估LLM智能体在金融合规场景中的规则落地能力，揭示其规则理解与执行之间的差距。Thu, 15 Oct 2026 19:07:34 GMTarXivDualOPSD: Closing the Feedback Loop in On-Policy Self-Distillationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.26019/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.26019/提出DualOPSD，通过在策略自蒸馏中闭合反馈回路来提升蒸馏训练的效果。Thu, 15 Oct 2026 19:07:34 GMTarXivDelegating Before Learning: Where Generative AI Sits in Students' Professional Communicationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.28837/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2608.28837/分析学生在专业沟通中如何将任务委托给生成式AI，并探讨这一行为对学习与能力发展的影响。Thu, 15 Oct 2026 19:07:34 GMTarXivTC-Next: Zero-Shot Multimodal Cyclone Forecastinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.02085/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.02085/提出TC-Next，实现零样本多模态气旋预报，为热带气旋预测提供新的多模态方法。Thu, 15 Oct 2026 19:07:34 GMTarXivFrom Portraits to Pathology: Probing Diagnostic Overreach in Vision-Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.05540/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.05540/从肖像到病理图像探测视觉语言模型的诊断越界倾向，揭示其在非病理内容上过度诊断的风险。Thu, 15 Oct 2026 19:07:34 GMTarXivSeRV: Semantic-Aligned Residual Vector Quantization for American Sign Language Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.05742/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.05742/提出SeRV，通过语义对齐的残差向量量化提升美国手语生成的质量与语义一致性。Thu, 15 Oct 2026 19:07:34 GMTarXivOpen Tabular Insight Extraction: Where Do We Stand, and Where Should We Go?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.07629/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.07629/系统梳理开放表格洞察抽取的研究现状与未来方向，指出该领域的关键挑战和发展议程。Thu, 15 Oct 2026 19:07:34 GMTarXivStyle Over Substance: Content-Invariant Wrappers Flip LLM Safety-Judge Verdictshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.08236/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.08236/发现内容不变的外包装或风格变换可翻转LLM安全裁判的判定，暴露安全评估对表面风格的脆弱性。Thu, 15 Oct 2026 19:07:34 GMTarXivRoboCousin: Build Your Own Simulation Playground for Robust Bimanual Robotic Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.08339/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.08339/提出RoboCousin，让用户构建自己的仿真演练场，以支持更鲁棒的双臂机器人操作学习与评测。Thu, 15 Oct 2026 19:07:34 GMTarXivSPINE: Measuring LLM Sycophancy under Sustained Multi-Turn Pressurehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.09090/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.09090/该文提出SPINE评测框架，测量大语言模型在持续多轮压力下产生的谄媚行为及其随交互加深的变化。Thu, 15 Oct 2026 19:07:34 GMTarXivForecasting Brain Tracer Distribution from Pre-Contrast MRI: A Comparison of Direct Regression and Flow Matchinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.22377/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.22377/该文比较直接回归与流匹配从预对比MRI预测脑示踪剂分布的效果，为无创预测脑内示踪剂空间分布提供方法学评估。Thu, 15 Oct 2026 19:07:34 GMTarXivSame Outcome, Different Readout: What Does a Steerable Valence Direction in LLMs Represent?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.22850/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.22850/该文探究LLM中可操控效价方向的内部表征，发现相同行为结果可能对应不同读出机制，质疑仅凭输出推断内部状态的可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivSpatial-Interactor: Learning Spatial Reasoning through Interaction with the Observable Physical Worldhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.23038/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.23038/提出Spatial-Interactor，通过与可观察物理世界交互来学习空间推理，提升智能体对空间关系的理解能力。Thu, 15 Oct 2026 19:07:34 GMTarXivPropose, Verify, Commit: Evidence-Grounded Memory for Long-Horizon Multi-Actor Conversationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.23465/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.23465/该文提出“提议—验证—提交”的证据锚定记忆机制，为长时程多角色对话保留可靠信息并抑制错误传播。Thu, 15 Oct 2026 19:07:34 GMTarXivMisaligned Clinical Risk Classification and Cost Asymmetry in Open-Weight Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.23999/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.23999/该文评估开放权重大语言模型在临床风险分类中的错位现象，发现其分类行为与不对称误分类成本之间存在显著不匹配。Thu, 15 Oct 2026 19:07:34 GMTarXivGameHorizon Suite: Multi-Horizon Data and Evaluation in Gameplayhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.25001/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.25001/该文提出GameHorizon Suite，提供游戏玩法中的多时间跨度数据与评测，用于衡量模型在不同未来视野下的表现。Thu, 15 Oct 2026 19:07:34 GMTarXivSilent Failures in Agent-Tool Interaction: An Audit of ToolUniversehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.26836/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.26836/审计ToolUniverse发现智能体与工具交互中存在静默失败，即调用表面成功但实际结果错误或未达成目标。Thu, 15 Oct 2026 19:07:34 GMTarXivQuantization-Robust Unlearning through the Lens of Retain-Forget Loss Landscapes Interactionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.27355/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.27355/该文从保留—遗忘损失景观交互视角研究量化鲁棒遗忘，揭示量化如何影响遗忘效果并为稳定遗忘提供依据。Thu, 15 Oct 2026 19:07:34 GMTarXivWhen Context Misleads: In-context Learning with Jurisdiction in Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.27603/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.27603/该文研究大语言模型在司法管辖语境下的上下文学习，发现误导性上下文会显著影响其判断，揭示法律领域应用中的上下文敏感性。Thu, 15 Oct 2026 19:07:34 GMTarXivBeyond Unsafe Detection: Counterfactually Anchored Evidence Attribution for Multi-Turn LLM Safety Failureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.27773/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.27773/该文提出反事实锚定的证据归因方法，超越单纯不安全检测，能定位多轮LLM安全失败中真正导致问题的对话证据。Thu, 15 Oct 2026 19:07:34 GMTarXivVerification as an Architectural Layer for LLM Agents: A V-Model Design, and a Pilot Study of Its Deterministic Corehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.31937/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.31937/该文将验证作为LLM智能体的架构层，提出V模型设计，并通过试点研究验证其确定性核心对构建可靠智能体的价值。Thu, 15 Oct 2026 19:07:34 GMTarXivSoFT: Soft Targets for Generalizable LLM Fine-Tuninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32493/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32493/提出 SoFT 软目标微调方法，通过利用更平滑的目标分布提升大语言模型在下游任务中的泛化能力。Thu, 15 Oct 2026 19:07:34 GMTarXivPrediction Limits and Koopman Closure of Geometry-Induced Soft State Abstractionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32652/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32652/分析几何诱导软状态抽象的预测极限与Koopman闭包，刻画何种表示能保持可预测的线性动力学结构。Thu, 15 Oct 2026 19:07:34 GMTarXivLLM Alignment--Utility Asymmetry under Semantic-Preserving Transformationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32717/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32717/研究语义保持变换下 LLM 对齐的效用不对称现象，揭示对齐可能使模型对语义等价输入产生不一致的效用或行为。Thu, 15 Oct 2026 19:07:34 GMTarXivBeyond Accuracy: Counterfactual Fragility and Demographic Bias in Clinical Evaluation of LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32807/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32807/通过反事实脆弱性和人口学偏差评估临床LLM，揭示仅看准确率会遗漏模型在扰动与不同人群上的性能缺陷。Thu, 15 Oct 2026 19:07:34 GMTarXivRight Answer, Wrong Reason: Accuracy, Consistency, and Consensus Are Misleading Indicators of LLM Faithfulness in Clinical Decision Supporthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32817/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.32817/发现准确率、一致性和共识并不能可靠指示临床决策支持中LLM的忠实性，模型可能给出正确答案却基于错误推理。Thu, 15 Oct 2026 19:07:34 GMTarXivAre Benchmarks Reliable? Toward Structural Diagnosis via Item-Level Capability Boundarieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.33196/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.33196/提出通过项目级能力边界对基准进行结构诊断，揭示聚合分数可能掩盖模型能力边界并影响基准可靠性判断。Thu, 15 Oct 2026 19:07:34 GMTarXivTest-Time Scaling via Budgeted Multi-Attribute Verificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.34322/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.34322/提出基于预算约束的多属性验证测试时扩展方法，在有限验证开销下提升大模型输出的可靠性与推理性能。Thu, 15 Oct 2026 19:07:34 GMTarXivEval4DiRec: A Unified and Systematic Evaluation Framework for Diffusion-based Recommender Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.34404/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.34404/提出 Eval4DiRec 统一评估框架，系统地对基于扩散的推荐系统进行基准测试，并揭示现有评价不一致以促进可比性。Thu, 15 Oct 2026 19:07:34 GMTarXivESTHER: Egocentric Stereo Hand Estimation and Reconstruction in the Wildhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.34817/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.34817/提出 ESTHER，面向第一人称立体视频的野外手部估计与重建方法，提升复杂自然场景下的手部姿态与形状恢复效果。Thu, 15 Oct 2026 19:07:34 GMTarXivCan Generative AI Automate Data Extraction for Meta-Analysis? A Case Study on Intercropping Researchhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.35089/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.35089/通过间作研究案例评估生成式 AI 自动提取元分析数据的能力，揭示其在提高效率的同时仍存在准确性与可靠性挑战。Thu, 15 Oct 2026 19:07:34 GMTarXivThe Compiler May Read It, the Agent May Not: Keeping Part of a Research Code Away from a Coding Agenthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.35557/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2609.35557/提出一种代码访问控制机制，使研究代码可被编译器读取却对编码智能体不可见，从而防止敏感实现泄露给 LLM 代理。Thu, 15 Oct 2026 19:07:34 GMTarXivRetrieval-Augmented Large Language Model Decision-Making for Autonomous Driving Guided by Chinese Philosophical Wisdomhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.03948/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.03948/提出受中国哲学智慧引导的检索增强大语言模型决策框架，用于自动驾驶场景，以提升复杂环境下的决策合理性与可解释性。Thu, 15 Oct 2026 19:07:34 GMTarXivROAR: Unifying Runs across Heterogeneous AI-Driven Research Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.03966/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.03966/提出 ROAR，统一异构 AI 驱动研究系统中的运行记录与追踪，促进跨系统实验管理、复现与比较。Thu, 15 Oct 2026 19:07:34 GMTarXivBehavioral History Outperforms Descriptions of the Person for LLM Synthetic Personashttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.03998/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.03998/发现用行为历史比用人物描述更能有效塑造 LLM 合成人格，表明行为轨迹是构建合成人物画像的更优依据。Thu, 15 Oct 2026 19:07:34 GMTarXivSkillScriptBench: Benchmarking Self-Evolution of Executable Agent Skill Packages Beyond Markdownhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04008/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04008/提出 SkillScriptBench 基准，用于评测智能体可执行技能包在超越 Markdown 层面的自我演化能力，推动更实用的技能封装与迭代评估。Thu, 15 Oct 2026 19:07:34 GMTarXivRecursive Improvement of a Differentiable Scientific Software Ecosystemhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04561/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04561/提出可微分科学软件生态的递归改进方案，使科学计算工具链能够通过自我优化持续提升能力与效率。Thu, 15 Oct 2026 19:07:34 GMTarXivPenumbra: Sample-Efficient Adversarial Search for Regulatory Obligationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04693/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04693/提出 Penumbra，一种样本高效的对抗搜索方法，用于在监管义务下发现高风险或违规场景，提升合规测试效率。Thu, 15 Oct 2026 19:07:34 GMTarXivPyINE: A Framework for Scalable Elicitation and Oversight via Code Executionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04737/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04737/提出 PyINE 框架，通过代码执行实现可扩展的能力激发与监督，为 AI 系统的规模化 elicitation 和 oversight 提供可操作方案。Thu, 15 Oct 2026 19:07:34 GMTarXivDo More Modalities Always Help? A Geometric Perspective on Missing-Modality Robustnesshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04792/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.04792/从几何视角分析多模态模型在缺失模态下的鲁棒性，揭示增加模态并非总是有益，并为缺失模态鲁棒性设计提供理论解释。Thu, 15 Oct 2026 19:07:34 GMTarXivMS-Exam-Gen: An Automatic Benchmark Construction Toolkit for Evaluating LLMs on Multiple Sclerosis-MRI Imaging Knowledgehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.06170/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.06170/提出 MS-Exam-Gen 自动基准构建工具包，用于系统评估大语言模型在多发性硬化 MRI 影像知识上的表现，降低人工命题成本并提升评测可扩展性。Thu, 15 Oct 2026 19:07:34 GMTarXivEvolving in Thought Space: Training a Small Model at Test Time Unlocks Better Discoverieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.06269/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.06269/提出在测试时于思维空间训练小模型的方法，使模型能在推理阶段持续进化并带来更好的发现。Thu, 15 Oct 2026 19:07:34 GMTarXivA Governed Agent Architecture for Natural-Language Dashboard Generation over Enterprise DataBrainhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.06914/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.06914/提出面向企业 DataBrain 的受治理智能体架构，支持从自然语言自动生成仪表板并保证合规可控。Thu, 15 Oct 2026 19:07:34 GMTarXivCrystalJev: calibrated foundation-model probabilities decide what to compute next in materials discoveryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.06985/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.06985/提出 CrystalJev，利用校准后的基础模型概率决定材料发现中下一步最值得进行的计算或实验，从而提高探索效率。Thu, 15 Oct 2026 19:07:34 GMTarXivScale-Invariant Training for Time Series Foundation Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07324/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07324/提出尺度不变训练方法，使时间序列基础模型在不同幅度和尺度下保持一致表征，从而提升跨尺度与跨域泛化能力。Thu, 15 Oct 2026 19:07:34 GMTarXivAdaptive Gait Biofeedback With Participant-Held-Out Modeling and Participant-Specific Updating in Chronic Ankle Instabilityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07428/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07428/提出结合留一参与者建模与个体化更新的自适应步态生物反馈方法，用于改善慢性踝关节不稳患者的步态训练。Thu, 15 Oct 2026 19:07:34 GMTarXivRecurrent Looped Transformerhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07591/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07591/提出 Recurrent Looped Transformer，通过权重共享的循环结构增强 Transformer 的迭代推理能力并提升参数效率。Thu, 15 Oct 2026 19:07:34 GMTarXivWhere Rules End and Judges Begin: Measuring the Judgment Boundary in Multi-Agent Systems Securityhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07657/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07657/研究多智能体系统安全中规则与裁判判断的边界，并提出度量方法以识别何时需要判断机制介入。Thu, 15 Oct 2026 19:07:34 GMTarXivSanSi: A Looped Typed Decision Model for System 1.5 Thinkinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07730/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.07730/提出 SanSi 循环类型化决策模型，通过循环计算融合快速直觉与审慎推理，实现介于 System 1 和 System 2 之间的 System 1.5 思维。Thu, 15 Oct 2026 19:07:34 GMTarXivzkLLMPoT: Efficient Zero Knowledge Proof of Training for Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.08258/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.08258/提出 zkLLMPoT 高效零知识证明方案，可验证大语言模型训练过程的正确性同时降低证明开销。Thu, 15 Oct 2026 19:07:34 GMTarXivSecure Speculative Decoding for Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.08678/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.08678/提出一种面向大语言模型的安全推测解码方案，在保持推理加速收益的同时防御潜在安全与隐私风险。Thu, 15 Oct 2026 19:07:34 GMTarXivD2: High-Capability Full-Duplex Spoken Language Models from Half-Duplex Backboneshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17124/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17124/提出 D2 方法，从半双工语音模型骨干构建高能力全双工口语语言模型，实现更自然的同步听说。Thu, 15 Oct 2026 19:07:34 GMTarXivWho is the 'I' in AI? Establishing Decentralized Identity and Accountability for Autonomous Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17126/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17126/探讨自主智能体的身份与问责问题，提出去中心化身份框架以追踪 AI 行为责任。Thu, 15 Oct 2026 19:07:34 GMTarXivSonicWorld: Source-Centric Latent Dynamics for Spatial Audio Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17131/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17131/提出以声源为中心的潜在动态模型 SonicWorld，增强空间音频场景中的推理与理解。Thu, 15 Oct 2026 19:07:34 GMTarXivForce-Modulated Dexterity: Unified Compliance for Contact-Rich Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17161/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17161/提出力调制灵巧操作框架，统一柔顺控制以应对富接触操作任务。Thu, 15 Oct 2026 19:07:34 GMTarXivGenerative Flow on Symbolic Abstractions for Embodiment Capability Discoveryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17174/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17174/在符号抽象上引入生成流模型，用于发现具身智能体可实现的能力与任务空间。Thu, 15 Oct 2026 19:07:34 GMTarXivFreeSolo: Linear-time Sparse Attention with Zero-Shot Length Extrapolationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17191/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17191/提出 FreeSolo 稀疏注意力机制，实现线性时间复杂度并支持零样本长度外推，无需长上下文训练即可扩展序列长度。Thu, 15 Oct 2026 19:07:34 GMTarXivDeleting Code Without Losing Knowledge: Regenerative Software for Python Librarieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17197/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17197/提出再生式软件方法，将知识与实现代码分离，使 Python 库在删除代码后仍可重建功能而不丢失关键知识。Thu, 15 Oct 2026 19:07:34 GMTarXivCompute-optimal data scaling for neural surrogates via multi-fidelity traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17221/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17221/提出面向神经代理模型的多保真训练计算最优数据缩放方法，指导有限算力下不同精度数据的分配。Thu, 15 Oct 2026 19:07:34 GMTarXivFrom Conceptual EneMonIE to an Executable Backend: A Modular Architecture for Energy Information Extractionand Grounded Question Answeringhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17243/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17243/将能源领域概念模型 EneMonIE 转化为可执行后端，提供模块化架构以支持能源信息抽取和基于证据的问答。Thu, 15 Oct 2026 19:07:34 GMTarXivMeasuring Learned Equivariance: An Information Theoretic Approachhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17269/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17269/提出一种信息论框架来量化模型学习到的等变性，为评估等变表示及其泛化行为提供可解释指标。Thu, 15 Oct 2026 19:07:34 GMTarXivPhase-Conditioned Affordance Fields for SE(3)-Equivariant Visuomotor Policieshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17281/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17281/提出相位条件可供性场，使视觉运动策略具备SE(3)等变性以提升操作任务的泛化能力。Thu, 15 Oct 2026 19:07:34 GMTarXivStartLux-Decision: AutoThink Decision Models with Reinforcement Learning for Calibrated Deliberative Decisionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17309/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17309/提出StartLux-Decision中的AutoThink决策模型，利用强化学习实现校准良好的审慎决策。Thu, 15 Oct 2026 19:07:34 GMTarXivJoint Embedding with Dynamic Integration network (JEDI-net)https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17314/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17314/提出JEDI-net，通过联合嵌入与动态集成网络改进多源或多模态信息的融合表示。Thu, 15 Oct 2026 19:07:34 GMTarXivThinking Outside the Bots: Human Ideas in AI's Semantic Blind Spots Are Not Inferiorhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17324/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17324/研究发现人类在AI语义盲区中提出的想法并不 inferior，凸显人机协作在拓展AI认知边界上的价值。Thu, 15 Oct 2026 19:07:34 GMTarXivOn the Statistical Mechanics of Attentionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17347/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17347/从统计力学视角分析注意力机制，揭示其与能量、熵等物理量之间的理论联系。Thu, 15 Oct 2026 19:07:34 GMTarXivMID: Mask-Image Distributional Divergence for Evaluating Medical Image Segmentationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17354/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17354/提出掩码-图像分布散度指标MID，从分布差异角度评估医学图像分割结果而非仅依赖像素重叠。Thu, 15 Oct 2026 19:07:34 GMTarXivclaimcheck: Measuring and Improving Specification Faithfulnesshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17358/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17358/提出claimcheck工具，用于度量并改进模型输出对规格说明的忠实程度。Thu, 15 Oct 2026 19:07:34 GMTarXivHASTE: Hierarchical and Attribute-aware Supervision for Generative Recommendationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17368/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17368/提出分层且属性感知的监督方法HASTE，用于生成式推荐并提升推荐质量与属性一致性。Thu, 15 Oct 2026 19:07:34 GMTarXivMitigating Black-Box Score-Based Query Attacks via Gradient Confusionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17382/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17382/提出梯度混淆防御策略，通过扰乱攻击者可利用的梯度信息来缓解黑盒基于分数的查询攻击。Thu, 15 Oct 2026 19:07:34 GMTarXivCross-Market Meta-Learning for Electricity Price Forecastinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17387/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17387/提出跨市场元学习框架，通过迁移不同电力市场的知识来提升电价预测精度并增强对新市场的适应能力。Thu, 15 Oct 2026 19:07:34 GMTarXivLearning to Detect Shifts in Unstructured Data Streams via Monitoring-by-Bettinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17399/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17399/提出基于投注监控的学习方法，在无结构数据流中检测分布漂移，结合序贯检验与表示学习提升检测效果。Thu, 15 Oct 2026 19:07:34 GMTarXivEvent-Centric Earthquake Monitoring with a Multi-Station Transformerhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17404/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17404/提出以事件为中心、基于多台站 Transformer 的地震监测方法，提升地震检测与定位中的多站信息融合能力。Thu, 15 Oct 2026 19:07:34 GMTarXivCross-View Time-Frequency Diffusion for Extreme-Aware Time-Series Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17407/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17407/提出跨视图时频扩散模型，面向极端事件感知的时间序列生成，更好保留极端值与分布尾部特征。Thu, 15 Oct 2026 19:07:34 GMTarXivBottlenecked semantic compression by representation reconstructionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17412/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17412/提出通过表示重建实现瓶颈化语义压缩，在压缩过程中保留关键语义信息并提升重建与泛化表现。Thu, 15 Oct 2026 19:07:34 GMTarXivWhy Agentic Workflows Fail: A Taxonomy Derived from Literature and Empirical Datahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17418/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17418/通过文献与实证数据构建智能体工作流失败原因分类体系，系统揭示其常见失效模式与根源。Thu, 15 Oct 2026 19:07:34 GMTarXivClearNav: Perception-Aligned Quadrotor Flight Using Differential-Physicshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17419/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17419/提出 ClearNav，利用可微物理实现与感知对齐的四旋翼飞行，提升复杂环境中的导航鲁棒性与安全性。Thu, 15 Oct 2026 19:07:34 GMTarXivOn Making $\mathrm{SE}(2)$-Invariant Networks Optimalhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17424/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17424/研究使 SE(2) 不变网络达到最优性的条件与方法，以提升旋转平移等变模型的表达能力与性能。Thu, 15 Oct 2026 19:07:34 GMTarXivReinforcement Learning In Partially Verifiable Environments for Colon Cancer Treatment Planninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17426/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17426/提出面向部分可验证环境的强化学习方法，用于结肠癌治疗规划，在验证信号不完整时优化治疗决策。Thu, 15 Oct 2026 19:07:34 GMTarXivWorld-T3: Test-Time Training as Persistent Memory for Real-Time Video World Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17434/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17434/提出 World-T3，将测试时训练作为持久记忆，以提升实时视频世界模型的长期一致性与实时生成能力。Thu, 15 Oct 2026 19:07:34 GMTarXivKnow-Thy-Not: Training-Free Targeted Negation in Dual-Encoder Vision-Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17440/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17440/提出 Know-Thy-Not，一种无需训练的目标否定方法，使双编码器视觉语言模型能够对指定概念进行定向否定而无需额外微调。Thu, 15 Oct 2026 19:07:34 GMTarXivThe belief-action gap in language model agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17444/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17444/该研究揭示语言模型智能体存在信念-行动差距，即其表达信念与实际决策行为不一致，并分析这一差距对可靠自主智能体的影响。Thu, 15 Oct 2026 19:07:34 GMTarXivCompositional RL: Evaluating and Training LLMs for Collaborative Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17456/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17456/该研究提出组合式强化学习框架来评估和训练大语言模型的协作推理能力，强调多智能体或组合任务中的协作表现。Thu, 15 Oct 2026 19:07:34 GMTarXivAssessing the Performance of AI Models in Misinformation Detection Using Predefined Social Noise Constructshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17469/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17469/该工作使用预定义社会噪声构念评估AI模型在虚假信息检测中的表现，揭示社会语境噪声对检测性能的影响。Thu, 15 Oct 2026 19:07:34 GMTarXivVeriPIE: Checkable Query Plans and Evidence-Guided Selection for Text-to-SQLhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17493/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17493/VeriPIE提出可检查查询计划与证据引导的选择机制，以提升Text-to-SQL生成的可验证性与执行准确性。Thu, 15 Oct 2026 19:07:34 GMTarXivFoundation Models for Event Prediction Across Heterogeneous Event Logshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17503/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17503/该研究探索面向异构事件日志的基础模型，实现跨领域事件预测并提升对未见流程或日志分布的泛化能力。Thu, 15 Oct 2026 19:07:34 GMTarXivYUBI-Real2Sim: 3DGS Scene Verification for Reliable Policy Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17521/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17521/YUBI-Real2Sim利用3D高斯泼溅进行Real2Sim场景验证，以提高仿真中策略评估的可靠性并缩小虚实差距。Thu, 15 Oct 2026 19:07:34 GMTarXivEnhanced Detective: A Dual-Stage Proactive Defense Against Internal Poisoning Attacks in Financial Fraud Detection Using Federated Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17523/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17523/Enhanced Detective提出两阶段主动防御框架，用于联邦学习金融欺诈检测中抵御内部投毒攻击并提升检测鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivBox-WAM: Box Trajectories as Compact State Representations for World Action Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17526/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17526/Box-WAM提出以框轨迹作为紧凑状态表示来构建世界动作模型，在提升表示效率的同时支持更可靠的动作预测与规划。Thu, 15 Oct 2026 19:07:34 GMTarXivTowards Green AI: Evaluating Energy Efficiency for Quantized LLM Inferencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17531/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17531/该研究系统评估量化大语言模型推理的能耗，揭示量化在降低能耗与保持性能之间的权衡，为绿色AI部署提供依据。Thu, 15 Oct 2026 19:07:34 GMTarXivConvex-Analytic View of Query Selection for Safety Verification of Markov Decision Processeshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17541/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17541/该工作从凸分析视角刻画马尔可夫决策过程安全验证中的查询选择问题，为更高效且可解释的验证查询策略提供了理论框架。Thu, 15 Oct 2026 19:07:34 GMTarXivMany Steps into One: Reasoning Contraction and the Limits of Safe Memory Reuse for LLM Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17544/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17544/研究大语言模型智能体将多步推理压缩为一步时的推理收缩与安全内存复用边界，指出不加约束的记忆复用可能带来风险。Thu, 15 Oct 2026 19:07:34 GMTarXivFlashVSR+: Efficient Video Super-Resolution via Hybrid Attention and Reward-Yield Distribution Matchinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17552/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17552/提出 FlashVSR+，通过混合注意力与奖励-产出分布匹配实现高效视频超分辨率，在质量与效率之间取得更优平衡。Thu, 15 Oct 2026 19:07:34 GMTarXivBenchmarking Self-Supervised 3D Medical Vision Foundation Models and Transferability Estimationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17573/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17573/系统基准测试自监督 3D 医学视觉基础模型，并评估迁移性估计方法，为模型选型与下游适配提供参考。Thu, 15 Oct 2026 19:07:34 GMTarXivDissociating Answerability from Extraction in LLM Question Answering over Radiology Reportshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17576/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17576/在放射报告问答中区分可回答性与抽取能力，揭示大语言模型可能正确抽取信息却无法准确判断问题是否可答。Thu, 15 Oct 2026 19:07:34 GMTarXivChasing Label Shifters: A Change-Aware Framework for Dynamic Graph Node Classificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17582/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17582/提出变化感知框架追踪动态图节点分类中的标签漂移，提升节点标签随时间变化时的分类鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivTaming Softmax at the Limits of Muon: A Unified Approach through Hilbert Geometryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17588/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17588/从 Hilbert 几何的统一视角驯服 Muon 极限下的 Softmax，提出改进优化与数值稳定性的理论框架。Thu, 15 Oct 2026 19:07:34 GMTarXivRevisiting the 16x Pretraining Compute Gap between Diffusion and Autoregressive Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17590/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17590/重新检验扩散语言模型与自回归语言模型预训练计算量约 16 倍差距的说法，厘清比较基准并指出该差距可能源于设定差异或被高估。Thu, 15 Oct 2026 19:07:34 GMTarXivTanawpamana: Benchmarking Vision-Language Models on Philippine Cultural Heritage Siteshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17596/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17596/构建 Tanawpamana 基准，评估视觉语言模型在菲律宾文化遗产场景中的表现，揭示其文化理解与遗产认知方面的不足。Thu, 15 Oct 2026 19:07:34 GMTarXivMorphology-aware deep learning predicts colorectal cancer survival from whole-slide imageshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17603/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17603/开发形态学感知深度学习模型，从全切片图像预测结直肠癌生存，体现病理形态特征在预后预测中的重要价值。Thu, 15 Oct 2026 19:07:34 GMTarXivRELAY: Selective Self-Distillation with Adaptive Hand-off for Rubric-Based Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17623/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17623/提出 RELAY，一种面向基于评分标准强化学习的选择性自蒸馏与自适应交接方法，旨在提升奖励学习与策略优化的稳定性及效率。Thu, 15 Oct 2026 19:07:34 GMTarXiv4LC: 4D Latent Cache for Efficient Conditioning in Dynamic World Modelinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17625/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17625/该工作提出 4LC 四维潜缓存，为动态世界建模提供高效条件注入，提升时序动态建模效率。Thu, 15 Oct 2026 19:07:34 GMTarXivThe Tokens Strike Back: Safety-Aware Denoising with Directional Embedding-based Revisionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17636/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17636/该工作提出安全感知去噪与方向性嵌入修正方法，通过 token 层面的干预来缓解不安全文本生成。Thu, 15 Oct 2026 19:07:34 GMTarXivDeltaTTG: Training Multi-Turn Agents with a Token-to-Go Progress Meterhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17666/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17666/该工作提出 DeltaTTG，利用 token-to-go 进度计量训练多轮智能体，为长程交互提供更细粒度的进度信号。Thu, 15 Oct 2026 19:07:34 GMTarXivPrT-Flow: Probability-Tractable Flow Matching for Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17667/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17667/该工作提出 PrT-Flow，使流匹配在强化学习中具备概率可计算性，从而改进策略建模与学习效果。Thu, 15 Oct 2026 19:07:34 GMTarXivDynamic K-Head: Difficulty-Supervised Budget Selection for Continuous Latent Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17679/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17679/该工作提出 Dynamic K-Head，通过难度监督动态选择连续潜空间推理预算，以更好平衡推理效率与性能。Thu, 15 Oct 2026 19:07:34 GMTarXivLatentRiskBench: Measuring State-Dependent Risks in Enterprise Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17685/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17685/该工作提出 LatentRiskBench，用于衡量企业智能体在不同状态下表现出的隐式或状态依赖风险。Thu, 15 Oct 2026 19:07:34 GMTarXivHelpMeOut: A Neuropsychology-Grounded Benchmark for Error-Aware Monitoring of Household Task Executionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17694/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17694/该工作提出 HelpMeOut，一个基于神经心理学的基准，用于评估智能体在家庭任务执行中的错误感知与监控能力。Thu, 15 Oct 2026 19:07:34 GMTarXivzPocket: Better Pocket Finding with Frozen Co-Folding Featureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17696/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17696/该工作提出 zPocket，利用冻结的共折叠特征改进蛋白质口袋检测，在无需微调的情况下获得更好的识别效果。Thu, 15 Oct 2026 19:07:34 GMTarXivLeanPRM: Lean-Grounded Process Supervision for Natural Language Proof Verificationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17697/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17697/该工作提出 LeanPRM，利用 Lean 形式化环境为自然语言证明提供过程监督，从而提升逐步证明验证与纠错能力。Thu, 15 Oct 2026 19:07:34 GMTarXivFrom Token Correction to Claim Admission: Training-Free Hallucination Mitigation for Large Vision-Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17706/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17706/该工作提出从 token 校正转向 claim 准入的无训练幻觉缓解方法，通过判断视觉语言模型生成声明是否可被证据接纳来减少幻觉。Thu, 15 Oct 2026 19:07:34 GMTarXivWhere Small Mistakes Matter: Quantifying State Criticality for Imitation Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17709/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17709/提出量化模仿学习中状态关键性的方法，识别小错误影响重大的关键状态，以提升策略鲁棒性和数据效率。Thu, 15 Oct 2026 19:07:34 GMTarXivTSRL: Trigger-based Supervised Reinforcement Learning for Continual Agent Traininghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17726/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17726/提出基于触发的监督强化学习 TSRL，用于持续智能体训练，在保持旧技能的同时高效适应新任务并缓解灾难性遗忘。Thu, 15 Oct 2026 19:07:34 GMTarXivSkillScreen: High-Recall Screening of Malicious Agent Skills with Decision Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17727/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17727/提出 SkillScreen 利用决策模型对智能体技能进行高召回恶意筛查，在早期过滤有害技能的同时降低漏检。Thu, 15 Oct 2026 19:07:34 GMTarXivCoCA: Criterion-Aware Credit Assignment for Rubric-Based Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17733/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17733/提出准则感知信用分配 CoCA，为基于评分标准的强化学习更精细地分配各准则贡献，从而提升训练效果。Thu, 15 Oct 2026 19:07:34 GMTarXivExplore with Memory, Learn without It: In-Context Exploration and Self-Distillation for LLM Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17734/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17734/提出让 LLM 在上下文中借助记忆进行探索、再通过自蒸馏将探索经验内化到无记忆推理中，从而增强推理能力。Thu, 15 Oct 2026 19:07:34 GMTarXivTrain for Many, Update with One: Improving Multi-Sample Reasoning via Fenchel-Bregman Posterior Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17735/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17735/提出 Fenchel-Bregman 后验学习，使模型训练时利用多样本推理而更新时仅需单样本，从而提升多样本推理效果与效率。Thu, 15 Oct 2026 19:07:34 GMTarXivHiSTOR: Structured Treatment-outcome Representation Learning for High-Dimensional Longitudinal Datahttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17739/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17739/提出 HiSTOR 结构化治疗-结果表示学习，面向高维纵向数据提升治疗效应与结果预测的表征能力和可解释性。Thu, 15 Oct 2026 19:07:34 GMTarXivAuditing Failure Attribution: Label Predictability and Judge Behaviorhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17747/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17747/系统审计失败归因任务中的标签可预测性与评判模型行为，揭示数据偏差和评判不一致会削弱归因评估的可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivI3L: Iterative Interactive Imitation Learning for Whole-Body Mobile Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17748/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17748/提出迭代交互式模仿学习 I3L，通过交互式迭代训练提升全身移动操作策略的学习效率与任务表现。Thu, 15 Oct 2026 19:07:34 GMTarXivDegrees of Freedom in Multi-Agent Coordination: Between Centralized and Decentralized Regimeshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17751/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17751/提出多智能体协调中集中式与分散式之间的自由度分析框架，揭示不同协调机制在性能、可扩展性与鲁棒性上的连续权衡。Thu, 15 Oct 2026 19:07:34 GMTarXivGaussian Process Bandits for AI System Optimization with Selectively Verified Feedbackhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17760/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17760/将高斯过程 bandit 用于带选择性验证反馈的 AI 系统优化，在反馈稀疏或不可靠时平衡探索与利用并提升优化效率。Thu, 15 Oct 2026 19:07:34 GMTarXivEfficiently Learning To Reason or Not to Reason: Root-token Policy Optimization for Adaptive Thinkinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17767/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17767/提出根 token 策略优化，使模型高效学习何时推理与何时直接作答，从而在准确率与推理成本之间实现自适应权衡。Thu, 15 Oct 2026 19:07:34 GMTarXivPosterior-Averaged Bellman Flow Matching for Distributional Criticshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17788/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17788/提出后验平均 Bellman 流匹配方法，将流匹配引入分布式评论家学习，以更稳定地建模回报分布并改进策略评估。Thu, 15 Oct 2026 19:07:34 GMTarXivGIFT-Eval-CTX: A Benchmark For Contextual Forecasting Model Evaluationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17794/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17794/提出 GIFT-Eval-CTX 基准，用于评估上下文预测模型对情境信息的利用能力，填补相关模型在真实上下文场景下的评测空白。Thu, 15 Oct 2026 19:07:34 GMTarXivLearning from fracture: Teaching language models to design through physical experiencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17804/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17804/通过断裂物理实验与反馈让语言模型从物理经验中学习设计，表明交互式物理试错能够提升模型的工程设计能力。Thu, 15 Oct 2026 19:07:34 GMTarXivSame Attack, Different Judge: A First Controlled Adversarial Comparison of Jev, LLM Judges, and Purpose-Built Safety Classifiershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17820/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17820/首次在受控对抗条件下比较 Jev、LLM 评判器与专用安全分类器，发现同一攻击下不同评判者的安全判定存在显著差异。Thu, 15 Oct 2026 19:07:34 GMTarXivChecking the Checkers: A Synthesis of Verifier Noise and Robustness in RLVRhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17824/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17824/系统综合 RLVR 中验证器噪声与鲁棒性问题，揭示验证信号偏差对强化学习推理训练的影响，并为更可靠的验证器评估与缓解提供方向。Thu, 15 Oct 2026 19:07:34 GMTarXivQK-Edit: Revisiting Attention-based Injection in MM-DiT for Image and Video Editinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17829/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17829/重新审视 MM-DiT 中基于注意力的注入机制并提出 QK-Edit，通过 Query-Key 操控实现图像与视频编辑，提升编辑可控性与内容保真度。Thu, 15 Oct 2026 19:07:34 GMTarXivDiff Diffusion: Predicting Edit Paths with Diffusion Models for Efficient Code Editinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17831/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17831/提出 Diff Diffusion，利用扩散模型预测代码编辑路径，以生成式方式规划高效编辑序列，从而提升代码编辑的准确性与效率。Thu, 15 Oct 2026 19:07:34 GMTarXivAgentic-MatriBO: Capability-Compiled Agentic Bayesian Optimization for Materials and Chemical Designhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17832/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17832/提出 Agentic-MatriBO，将材料与化学设计所需能力编译为可调用的智能体模块并结合贝叶斯优化，从而提升复杂设计空间中的搜索效率与候选可行性。Thu, 15 Oct 2026 19:07:34 GMTarXivA Tutorial on Quantum Amplitude Embedding with Data Re-Uploadinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17836/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17836/提供量子振幅编码与数据重上传的教程，梳理其原理、实现方式及在量子机器学习中的应用。Thu, 15 Oct 2026 19:07:34 GMTarXivProtoArena: Can AI Agents Discover and Exploit Real-World Cross-Component Protocol Vulnerabilities?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17837/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17837/提出 ProtoArena，用于检验 AI 智能体能否发现并利用真实世界中的跨组件协议漏洞。Thu, 15 Oct 2026 19:07:34 GMTarXivFASHION-RQ: Mining Hierarchical Semantic Structure for Automated Evaluation of Fashion Retrievalhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17841/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17841/提出 FASHION-RQ，挖掘服装检索中的层次语义结构，以实现更自动化和细粒度的检索评估。Thu, 15 Oct 2026 19:07:34 GMTarXivMMTA: Benchmarking Multimodal Temporal Analysis with Time Series, Text, and Visionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17856/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17856/提出 MMTA 基准，用于评测融合时间序列、文本和视觉的多模态时序分析能力。Thu, 15 Oct 2026 19:07:34 GMTarXivTStruct: Learning Shared Temporal Structures for Long-Term Time-Series Forecastinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17864/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17864/提出 TStruct，学习跨序列共享的时间结构，以增强长期时间序列预测的准确性和泛化能力。Thu, 15 Oct 2026 19:07:34 GMTarXivRT-J: Large-Scale Pretraining of Relational Transformers for Context-Efficient Predictionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17867/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17867/提出 RT-J，通过大规模预训练关系 Transformer 实现上下文高效预测，在有限上下文下提升关系型数据预测性能。Thu, 15 Oct 2026 19:07:34 GMTarXivCross-Lingual Transfer of Evil Vectors Is Directionally Asymmetrichttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17880/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17880/发现恶意向量跨语言迁移具有方向不对称性，即从某些语言到另一些语言的迁移效果显著强于反向迁移。Thu, 15 Oct 2026 19:07:34 GMTarXivInteraction-as-a-Judgehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17895/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17895/提出 Interaction-as-a-Judge，以交互过程而非静态输出作为评判依据，从而提升 AI 评估对多轮和动态行为的覆盖与可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivEvaluating the Causal Faithfulness of SHAP as a Candidate Attribution Method for SAE Featureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17898/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17898/评估 SHAP 作为 SAE 特征归因方法时的因果忠实性，揭示其解释结果与特征真实因果作用之间可能存在偏差。Thu, 15 Oct 2026 19:07:34 GMTarXivVisual Dependence Does Not Imply Answerability: A Systematic Analysis of Answerability Signals in Frozen InstructBLIPhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17902/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17902/系统分析冻结 InstructBLIP 中的可回答性信号，发现模型对视觉输入的依赖并不等同于其具备判断问题是否可回答的能力。Thu, 15 Oct 2026 19:07:34 GMTarXivDriveWLA: Unifying Future Dynamics and Scene Semantics through World-Language-Action Modeling for Autonomous Drivinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17903/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17903/提出 DriveWLA 世界-语言-行动建模框架，统一未来动态预测与场景语义理解，以提升自动驾驶的决策与规划能力。Thu, 15 Oct 2026 19:07:34 GMTarXivSpecCloak: Probing Harmful Code Generation through Engineering Specificationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17907/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17907/提出 SpecCloak 通过工程规格探测大模型的有害代码生成行为，揭示攻击者可利用规格伪装绕过安全防护的风险。Thu, 15 Oct 2026 19:07:34 GMTarXivLinMorph: Learning to Morph Weights for Efficient Video DiT Linearizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17914/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17914/提出 LinMorph 通过学习权重形变来实现视频 DiT 的高效线性化，在降低推理成本的同时保持视频生成质量。Thu, 15 Oct 2026 19:07:34 GMTarXivCineMem: Attention-Aligned Fine-grained Memory Retrieval for Multi-Shot Long Video Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17926/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17926/提出 CineMem 注意力对齐的细粒度记忆检索方法，增强多镜头长视频生成中的跨镜头一致性与细节连续性。Thu, 15 Oct 2026 19:07:34 GMTarXivGLST: Global-Local Spatio-Temporal Memory Decomposition Framework for Online Chained-Goal Navigationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17927/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17927/提出 GLST 全局-局部时空记忆分解框架，通过分解长期与短期记忆支持在线链式目标导航，提升多目标长程导航成功率。Thu, 15 Oct 2026 19:07:34 GMTarXivMERIT: Multimodal Evidence Reasoning over Image Tableshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17937/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17937/提出 MERIT 多模态证据推理框架，针对图像表格进行跨模态证据整合与推理，提升复杂表格问答和事实校验能力。Thu, 15 Oct 2026 19:07:34 GMTarXivAI-Enhanced Hyperspectral Imaging for Intraoperative Detection of Low-Grade Glioma: A Clinical Studyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17944/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17944/临床研究表明，AI 增强的高光谱成像能够在术中准确检测低级别胶质瘤，为实时辅助肿瘤边界识别提供新方案。Thu, 15 Oct 2026 19:07:34 GMTarXivHaloBlock: Faster and Better Decoding for Diffusion Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17948/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17948/提出 HaloBlock 解码方法，在扩散大语言模型中实现更快且更高质量的并行解码，有效提升生成效率与文本质量。Thu, 15 Oct 2026 19:07:34 GMTarXivFETALFusion: Resolution-Aware State-Space Modeling for Multi-Domain Fetal Head Segmentationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17951/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17951/提出分辨率感知的状态空间建模框架 FETALFusion，用于多域胎儿头部分割，显著提升跨域和跨分辨率场景下的分割鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivVirtual Head Attentionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17959/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17959/提出虚拟头注意力机制，通过在标准多头注意力中引入可学习的虚拟头来动态重组注意力子空间，在不显著增加计算开销的情况下提升模型表示能力。Thu, 15 Oct 2026 19:07:34 GMTarXivBetter Capturing Interactions Between Products in~Retail: Revisited Negative Sampling for~Basket Choice Modelinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17963/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17963/重新审视购物篮选择建模中的负采样策略，提出改进方法以更好捕捉商品间交互并提升零售选择预测效果。Thu, 15 Oct 2026 19:07:34 GMTarXivBELT : BEhavior-Aligned Low-Rank KV Cache Compression with Learned Top-k Rank Allocationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17966/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17966/提出 BELT，一种行为对齐的低秩 KV 缓存压缩方法，并通过学习 top-k 秩分配在保持行为一致性的同时提升压缩效果。Thu, 15 Oct 2026 19:07:34 GMTarXivSeeing Through the Forgery Is Not Enough: Regressive Sycophancy under Fabricated Evidence in Medical Vision-Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17989/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17989/发现医学视觉语言模型即使能识破伪造证据，仍可能在伪造证据下表现出回退性谄媚，即迎合错误结论，暴露可靠性风险。Thu, 15 Oct 2026 19:07:34 GMTarXivSaliency-Guided Replay for Continual Learning in Deep Spiking Neural Networkshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17998/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.17998/提出显著性引导的回放方法，用于深度脉冲神经网络的持续学习，以缓解灾难性遗忘并更好保留旧任务知识。Thu, 15 Oct 2026 19:07:34 GMTarXivMatch the Canvas, Not Just the Answer: Predictability-Aware SFT for Diffusion Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18001/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18001/提出可预测性感知的监督微调方法，使扩散语言模型不仅匹配最终答案，还能对齐生成过程与潜在画布，从而提升生成可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivSWEPatchTest: Evaluating Software Tests Beyond Reproductionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18004/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18004/提出 SWEPatchTest，用于评估软件测试在复现缺陷之外是否还能支持修复验证与更广泛的软件工程目标。Thu, 15 Oct 2026 19:07:34 GMTarXivCost-Efficient Privacy Enforcement for Email-Generating LLM Agents under Strategic Information Requestshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18007/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18007/提出面向邮件生成 LLM 智能体的低成本隐私执行机制，以应对策略性信息请求，在保护隐私的同时控制部署成本。Thu, 15 Oct 2026 19:07:34 GMTarXivCorrecting or Continuing? What On-Policy Distillation Learns from Student Errorshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18011/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18011/分析在线策略蒸馏如何从学生错误中学习，区分其是在纠正错误还是继续生成，从而揭示该训练范式的行为特征与局限。Thu, 15 Oct 2026 19:07:34 GMTarXivLatentRemedy: Efficient Remedy For Non-Prefix KV Cache Reuse in Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18014/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18014/提出 LatentRemedy，用于高效修复多智能体系统中非前缀 KV 缓存复用带来的不一致问题，提升复用正确性与效率。Thu, 15 Oct 2026 19:07:34 GMTarXivChampionKV: Head-Wise Adaptive Budget Allocation for KV Cache Compressionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18026/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18026/提出 ChampionKV，通过按注意力头自适应分配 KV 缓存压缩预算，在降低缓存开销的同时尽量保持模型性能。Thu, 15 Oct 2026 19:07:34 GMTarXivCan Machine Learning Potentials Be More Accurate Than the Methods They Are Trained On?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18027/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18027/探究机器学习势函数能否超越其训练所用参考方法，揭示其精度上限与可能的误差补偿机制。Thu, 15 Oct 2026 19:07:34 GMTarXivScaling Vision Transformers Without Training: Prune-and-Merge Token Compressionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18039/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18039/提出免训练的剪枝-合并 token 压缩方法，在无需训练的情况下扩展视觉 Transformer 并降低计算量。Thu, 15 Oct 2026 19:07:34 GMTarXivHigh-fidelity Three-Dimensional Flow Field Reconstruction Driven by Turbulent Fluid Dynamicshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18045/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18045/提出由湍流流体动力学驱动的三维流场重建方法，实现高保真重构并提升复杂流动预测精度。Thu, 15 Oct 2026 19:07:34 GMTarXivinLoRA-MINT: Internal Representations for Auditing Training Data in Domain-adapted LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18051/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18051/提出 inLoRA-MINT，利用 LoRA 内部表示审计领域适配大模型的训练数据，为数据溯源与合规提供新方法。Thu, 15 Oct 2026 19:07:34 GMTarXivFrom Policy Evaluation to Off-Policy Control: Provable Emergence of In-Context Q-Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18057/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18057/从策略评估推进到离策略控制，理论证明上下文强化学习可涌现出上下文 Q-learning 并实现离策略控制。Thu, 15 Oct 2026 19:07:34 GMTarXivUncertainty Evaluation: Bridging Machine Learning and Measurement Sciencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18066/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18066/将机器学习不确定度评估与测量科学相桥接，提出统一框架以更规范地评估和比较模型不确定性。Thu, 15 Oct 2026 19:07:34 GMTarXivAPT: Feedback-Driven Agentic Post-Training for Text-to-Image Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18097/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18097/提出 APT，一种反馈驱动的智能体式后训练框架，利用迭代反馈提升文本到图像生成的质量与指令对齐。Thu, 15 Oct 2026 19:07:34 GMTarXivA CaLLM Judge is a Better Judge: Mitigating Bias in LLM-as-a-judgehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18108/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18108/提出 CaLLM Judge，通过校准式评判缓解 LLM-as-a-judge 的偏差，在保持评判能力的同时提升公平性与可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivWhen Missingness Follows the Graph: Beyond Feature Propagation for Missing Featureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18113/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18113/揭示缺失机制会沿图结构传播，并超越传统特征传播方法，为缺失特征学习提供新的建模视角。Thu, 15 Oct 2026 19:07:34 GMTarXivCertifying Almost-Sure Reachability in Unknown MDPshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18119/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18119/针对未知马尔可夫决策过程，提出可证明的几乎必然可达性认证方法，在有限交互下给出可靠性保证。Thu, 15 Oct 2026 19:07:34 GMTarXivH-DDCM: Hadamard Codebooks for Fast Generative Image and Video Compressionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18125/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18125/提出 H-DDCM，利用 Hadamard 码本实现快速生成式图像与视频压缩，在压缩效率、生成质量与速度之间取得更好平衡。Thu, 15 Oct 2026 19:07:34 GMTarXivWhen Do Learned Blocks Preserve Causal Meaning? Block Identifiability and Constructive Causal Abstractionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18155/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18155/界定学习到的块何时能保持因果含义，提出块可识别性条件与构造性因果抽象框架，为因果表征学习提供理论判据。Thu, 15 Oct 2026 19:07:34 GMTarXivFan Out or Relay? Ownership-Aware Routing for LLM Agents Querying Siloed Tableshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18157/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18157/提出一种归属感知路由方法，让 LLM 代理在“扇出”并行查询与“接力”式查询之间自适应选择，以更高效地查询跨孤岛数据表。Thu, 15 Oct 2026 19:07:34 GMTarXivClaim Framing as a Driver of LLM Sycophancyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18159/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18159/发现同一主张的不同表述框架会显著改变大语言模型的迎合程度，表明谄媚行为不仅源于事实正确性，也受问题措辞驱动。Thu, 15 Oct 2026 19:07:34 GMTarXivLoOPSD: On-Policy Self-Distillation with Looped Teachershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18162/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18162/提出 LoOPSD，用循环教师模型进行同策略自蒸馏，使学生在自身采样轨迹上学习，从而提升推理能力与训练效率。Thu, 15 Oct 2026 19:07:34 GMTarXivLifting Finite-Sample Gaussian Approximation of Wide Neural Networks to Functional Convergencehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18166/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18166/将宽神经网络的有限样本高斯近似提升到函数空间收敛，为无限宽网络的高斯过程逼近提供更严格的函数级理论保证。Thu, 15 Oct 2026 19:07:34 GMTarXivLooped Reasoning Finishes Earlier Than You Thinkhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18174/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18174/发现循环推理模型往往比预期更早完成推理，揭示循环计算与输出时机之间的错位，并为提前停止与效率优化提供依据。Thu, 15 Oct 2026 19:07:34 GMTarXivA Few More Tokens Ahead: Reinforcing Parallelism in Diffusion LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18200/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18200/提出通过少量额外前瞻 token 强化扩散语言模型并行解码的方法，在保持生成质量的同时提升并行度与速度。Thu, 15 Oct 2026 19:07:34 GMTarXivHow Reliable Are Large Language Models for Soil Organic Carbon Assessment? An Australian Benchmarkhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18201/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18201/构建澳大利亚土壤有机碳评估基准，系统检验大语言模型在该任务上的可靠性并揭示其预测局限与不确定性。Thu, 15 Oct 2026 19:07:34 GMTarXivReset Early, Reset Often, Eliminate Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18204/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18204/提出“尽早重置、频繁重置”的策略，通过重置训练或推理中的模型状态来消除冗余模型并提升效率与鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivTextualRL: Textual Reinforcement Learning for Context Managementhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18216/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18216/提出 TextualRL，将上下文管理视为文本强化学习问题，以更有效地选择、压缩或组织长上下文信息。Thu, 15 Oct 2026 19:07:34 GMTarXivA Controlled Evaluation of Curvature Inspired Scalar Feature Scaling for Domain Generalizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18227/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18227/对受曲率启发的标量特征缩放进行受控评估，澄清其在域泛化任务中的实际效果与适用边界。Thu, 15 Oct 2026 19:07:34 GMTarXivHolding Agents Accountable with Verifiable Agent Insurancehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18230/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18230/提出可验证智能体保险框架，通过验证与保险机制让自主智能体的行为可问责并促进安全部署。Thu, 15 Oct 2026 19:07:34 GMTarXivHeading Hierarchy Reconstruction for Complex and Long Documents with Level-Wise Multimodal Memoryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18238/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18238/提出基于层级多模态记忆的标题层级重建方法，可更准确地恢复复杂长文档的标题层级结构。Thu, 15 Oct 2026 19:07:34 GMTarXivLiFUSE: Frequency-Spatial Unified Self-Supervised Pretraining for Liver Disease Analysis on Non-contrast CThttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18243/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18243/提出 LiFUSE，通过频率—空间统一的自监督预训练提升非增强 CT 肝脏疾病分析的表示学习与诊断能力。Thu, 15 Oct 2026 19:07:34 GMTarXivFALLNEST: Dual-Domain Dataset Condensation of Imbalanced IMU Data for Wearable Fall Detectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18260/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18260/提出 FALLNEST，利用双域数据集浓缩处理不平衡 IMU 数据，以提升可穿戴跌倒检测的数据效率与模型性能。Thu, 15 Oct 2026 19:07:34 GMTarXivEncrypted Skills Can Become New Security Exploits If AI Agents Know How to Decipherhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18262/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18262/指出当 AI 智能体能够解密加密技能时，这些技能可能被转化为新的安全利用途径，暴露技能保护与权限控制的新风险。Thu, 15 Oct 2026 19:07:34 GMTarXivJevGPT: Thinking Fast and Slow in Autonomous Researchhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18272/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18272/提出 JevGPT，将快思考与慢思考结合用于自主研究，以提升 AI 科研智能体在效率与深度上的平衡表现。Thu, 15 Oct 2026 19:07:34 GMTarXivWhich Optimizer Leaks Most? Optimizer Implicit Bias as a Training-Data Privacy Controllerhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18294/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18294/揭示不同优化器的隐式偏差会显著影响训练数据隐私泄漏程度，从而为通过优化器选择控制隐私风险提供了新思路。Thu, 15 Oct 2026 19:07:34 GMTarXivAffectWorld: Benchmarking Emotion-Driven Future World Predictionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18305/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18305/提出 AffectWorld 基准，用于评估模型在情感驱动条件下预测未来世界状态的能力，并揭示现有方法在情感化未来预测上的不足。Thu, 15 Oct 2026 19:07:34 GMTarXivSimInter: Evidence-Grounded User Simulation with Interview-Based Profile Enrichment for Conversational Recommender Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18308/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18308/提出SimInter，通过访谈式画像增强与证据 grounding 构建用户模拟器，以更真实地评估对话推荐系统。Thu, 15 Oct 2026 19:07:34 GMTarXivShoeFit: A New Dataset and Dual-image-stream DiT Framework for Virtual Footwear Try-Onhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18325/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18325/发布ShoeFit数据集并提出双图像流DiT框架，用于提升虚拟鞋类试穿的生成真实感与脚鞋适配性。Thu, 15 Oct 2026 19:07:34 GMTarXivLightweight but Linguistically Fair? Quantisation Robustness across Bavarian, German, and Englishhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18343/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18343/评估量化对巴伐利亚方言、标准德语和英语的性能影响，发现轻量化模型可能加剧语言与方言间的不公平。Thu, 15 Oct 2026 19:07:34 GMTarXivLet the Mind Conceive, Let the Hand Achieve: Following Multimodal Instructions for Long-Horizon Robotic Manipulationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18352/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18352/提出将多模态指令理解与长时程执行分解的方法，使机器人能够按语言和视觉指令完成多步复杂操作。Thu, 15 Oct 2026 19:07:34 GMTarXivUrbex: Agentic Spatial Grounding for City-Scale 3D Sceneshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18356/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18356/提出Urbex智能体框架，面向城市级3D场景实现语言指令驱动的可扩展空间定位与 grounding。Thu, 15 Oct 2026 19:07:34 GMTarXivPRISM: Calibrating Black-Box Judges with Counterfactual Probeshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18389/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18389/提出PRISM框架，利用反事实探针校准黑盒评审模型，从而提升LLM评判的可靠性与校准度。Thu, 15 Oct 2026 19:07:34 GMTarXivGraph-free Retrieval with Graph-Modified Embeddingshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18410/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18410/提出用图结构修改嵌入但在检索阶段不依赖图的方法，在保留图增强检索收益的同时降低在线图计算开销。Thu, 15 Oct 2026 19:07:34 GMTarXivNot All Drift Is a Mechanism: Tracing Prompt Adaptation in LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18412/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18412/区分LLM中提示适配造成的表征漂移与真实内部机制变化，指出并非所有漂移都可归因于模型机制。Thu, 15 Oct 2026 19:07:34 GMTarXivDo Factuality Methods Make LLMs More Factual? Reproducibility and Fair Comparisonhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18415/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18415/通过可复现的公平对比系统评估多种事实性增强方法，发现它们并不总能提升LLM事实准确性，且效果高度依赖模型与评测设置。Thu, 15 Oct 2026 19:07:34 GMTarXivResource-Efficient 3D Shape and Orientation Estimation of Road Users using Roadside RGB Camera and 3D Radarhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18417/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18417/提出一种融合路侧RGB相机与3D雷达的资源高效方法，在降低计算与部署成本的同时实现道路使用者3D形状和朝向估计。Thu, 15 Oct 2026 19:07:34 GMTarXivAgaram 2.5B: The First Tamil-First Language Model Trained from Scratch with Tool Calling. A Playbook for Under-Represented Languageshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18420/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18420/发布首个从零训练的泰米尔语优先 2.5B 语言模型 Agaram，并给出支持工具调用的低资源语言模型构建范本。Thu, 15 Oct 2026 19:07:34 GMTarXivFedGraph: Defending Federated Large Language Model Fine-Tuning Against Backdoor Attacks via Graph-Based Aggregationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18430/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18430/提出 FedGraph，利用图聚合防御联邦大语言模型微调中的后门攻击，在保持性能的同时提升鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivHow Well Do LLMs Perform in Peer Review? Evidence from Finance and Accountinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18435/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18435/系统评估 LLM 在金融与会计领域同行评审中的表现，发现其可辅助评审但仍在深度判断和一致性上存在明显局限。Thu, 15 Oct 2026 19:07:34 GMTarXivSTAMP as a topology-aware molecular language for fragment-level learning and editinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18438/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18438/提出拓扑感知的分子语言 STAMP，支持片段级分子学习与编辑，提升分子生成和优化的结构可控性。Thu, 15 Oct 2026 19:07:34 GMTarXivLearning Perturbation-Specific Representations through Conditional Energy Prior for Cellular Response Predictionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18456/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18456/提出基于条件能量先验的学习框架，以捕获扰动特异性表示，从而提高细胞响应预测的准确性。Thu, 15 Oct 2026 19:07:34 GMTarXivReadout Scaling Shapes Sparse Feature Recoveryhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18462/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18462/揭示读出缩放会显著影响稀疏特征恢复效果，为稀疏自编码器或特征提取中的尺度选择提供理论依据。Thu, 15 Oct 2026 19:07:34 GMTarXivMemoryVLN: From Ego-Aware Memory Representation to Cross-Context Memory Reuse in Vision-Language Navigationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18478/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18478/提出 MemoryVLN，通过自我感知记忆表示与跨情境记忆复用提升视觉语言导航的长期决策和泛化能力。Thu, 15 Oct 2026 19:07:34 GMTarXivTask-evoked eye movements as candidate digital biomarkers of depression severity in adolescents and young adultshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18494/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18494/发现任务诱发眼动模式可作为青少年和年轻成人抑郁严重程度的候选数字生物标志物，并展示其与症状评分的关联。Thu, 15 Oct 2026 19:07:34 GMTarXivAligning Faithfulness for Theory-Scale Autoformalizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18498/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18498/提出以忠实度对齐为核心的理论级自动形式化方法，缓解大模型将理论文本转为形式化证明时的语义偏差，并提升大规模形式化可靠性。Thu, 15 Oct 2026 19:07:34 GMTarXivEgoOmniWorld: Unifying Egocentric Understanding via Ego-Action-World Interactionshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18499/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18499/提出 EgoOmniWorld，通过统一建模自我—动作—世界交互来提升第一视角/自我中心理解，并在多任务上验证其有效性。Thu, 15 Oct 2026 19:07:34 GMTarXivA Global View of How LLMs Value Human Timehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18515/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18515/通过全球视角评估大语言模型如何为人类时间估值，揭示不同语言文化与情境下模型对时间价值判断的差异。Thu, 15 Oct 2026 19:07:34 GMTarXivThe Geometry of Language Model Logits: Generic Structure and Learned Departureshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18520/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18520/分析语言模型 logits 的几何结构，发现其存在通用结构与任务学习带来的偏离，为理解模型表征和输出空间提供新视角。Thu, 15 Oct 2026 19:07:34 GMTarXivAPTree: Extended Behavior Trees for Adaptive and Scalable Automated Robotic Task Planning in Constructionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18523/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18523/提出 APTree，扩展行为树以实现建筑场景中自适应且可扩展的机器人任务规划，提升复杂施工流程的自动化能力。Thu, 15 Oct 2026 19:07:34 GMTarXivOn Symmetry for Characterizing Agent Heterogeneity in Multi-Agent Systemshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18538/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18538/从对称性视角刻画多智能体系统中的智能体异质性，提出基于对称性的理论工具来区分和度量不同智能体的差异。Thu, 15 Oct 2026 19:07:34 GMTarXivThe Many Morals of AI: The cautionary bias of North American news narratives in global perspectivehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18573/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18573/通过全球比较分析，揭示北美新闻叙事在报道AI伦理时存在警示性偏差，影响全球AI道德话语的多样性。Thu, 15 Oct 2026 19:07:34 GMTarXivWhen More Objectives Make Identification Easier: The Role of Preferences and Feedbackhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18577/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18577/论文发现，在偏好与反馈机制下，更多目标有时反而让识别变得更容易，并阐明其条件与原因。Thu, 15 Oct 2026 19:07:34 GMTarXivGeoMER: A Joint Euclidean-Hyperbolic Geometry Framework for Multimodal Emotion Recognitionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18587/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18587/提出 GeoMER，联合欧氏与双曲几何表示进行多模态情感识别，以更好建模情感层级与复杂关系并提升识别性能。Thu, 15 Oct 2026 19:07:34 GMTarXivACCRUE: Continual Off-Policy Reinforcement Learning for Robot Foundation Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18596/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18596/提出 ACCRUE，一种面向机器人基础模型的持续离策略强化学习框架，使模型能在新任务中持续学习并缓解灾难性遗忘。Thu, 15 Oct 2026 19:07:34 GMTarXivPhysicsSliders: Learning Physical Controls for Audio Foley Generationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18597/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18597/提出 PhysicsSliders，通过学习可解释的物理控制参数来生成音频拟音，实现对材质、动作等物理属性的可调节声音合成。Thu, 15 Oct 2026 19:07:34 GMTarXivRethinking Projector Training in Multimodal LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18598/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18598/本文重新审视多模态大语言模型中投影器的训练范式，指出常见训练策略的局限并提出改进方向，以提升视觉-语言对齐与下游性能。Thu, 15 Oct 2026 19:07:34 GMTarXivLLM2R: From Large Language Models to 3D Reassemblershttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18604/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18604/LLM2R 将大语言模型转化为三维重装配器，实现从语言到 3D 部件重组与装配的任务。Thu, 15 Oct 2026 19:07:34 GMTarXivDPOison-VL: Clean Preference Poisoning in Vision-Language Direct Preference Optimizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18609/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18609/该工作提出 DPOison-VL，揭示视觉语言模型在直接偏好优化中可被干净偏好数据投毒攻击。Thu, 15 Oct 2026 19:07:34 GMTarXivJev-ToM: Evaluating Theory of Mind in Typed Decision Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18610/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18610/该工作提出 Jev-ToM 基准，用于评估类型化决策模型中的心理理论能力。Thu, 15 Oct 2026 19:07:34 GMTarXivNudge the Judge: Uncovering Program Decision Hijacking in Real-World Jev Applicationshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18612/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18612/该工作揭示真实 Jev 应用中可通过提示扰动劫持程序决策的漏洞，即 Nudge the Judge 攻击。Thu, 15 Oct 2026 19:07:34 GMTarXivDoes self-distillation improve reasoning?https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18613/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18613/该研究系统检验自蒸馏是否提升推理能力，厘清其在不同设置下的收益与局限。Thu, 15 Oct 2026 19:07:34 GMTarXivKnowledge Graphs as Files: An Agent Harness Where Tool Creation and Tool Use Co-Evolvehttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18616/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18616/该工作将知识图谱作为文件构建智能体框架，使工具创建与工具使用在任务中协同演化。Thu, 15 Oct 2026 19:07:34 GMTarXivFalsification-proof non-market allocation mechanismshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18625/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18625/该工作提出可防伪报的非市场分配机制，在偏好不可验证时仍能保证分配性质。Thu, 15 Oct 2026 19:07:34 GMTarXivGeometric Calibration of Supervised Fine-Tuninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18634/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18634/该研究从几何视角校准监督微调，揭示其对模型表示空间的影响并提出改进思路。Thu, 15 Oct 2026 19:07:34 GMTarXivDTScribe: Generating Models for Digital Twin Reporting using Local Large Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18635/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18635/DTScribe 利用本地大语言模型自动生成数字孪生报告所需模型，在保护数据隐私的同时降低报告构建门槛。Thu, 15 Oct 2026 19:07:34 GMTarXivST-GRU PredRNN-V2: A GRU-Based Reformulation of PredRNN-V2 for Video Predictionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18645/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18645/该工作将 PredRNN-V2 重构为基于 GRU 的 ST-GRU PredRNN-V2，在视频预测中实现更简洁高效的时空建模。Thu, 15 Oct 2026 19:07:34 GMTarXivTiny Recursive Message Passinghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18649/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18649/提出 Tiny Recursive Message Passing，一种轻量级递归消息传递方法，以极小计算开销实现递归式信息传播与推理。Thu, 15 Oct 2026 19:07:34 GMTarXivAMemOps: Evaluating Memory Updates in Long Audio Streamshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18652/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18652/提出 AMemOps 评测框架，系统评估长音频流中的记忆更新操作，揭示现有模型在长期音频记忆维护与更新上的不足。Thu, 15 Oct 2026 19:07:34 GMTarXivKwai Summary Attention V2 Technical Reporthttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18654/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18654/提出 Summary Attention V2 的改进技术方案，通过优化摘要注意力机制提升长序列或长上下文建模的效率与效果。Thu, 15 Oct 2026 19:07:34 GMTarXivKnown-Voice Cloning and the Limits of Personality Transfer for Character Designhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18669/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18669/研究已知声音克隆在角色设计中的效果与边界，发现即使克隆熟悉声音，人格特征迁移仍存在明显限制。Thu, 15 Oct 2026 19:07:34 GMTarXivSMI: Ontology-Grounded Semantic IDs for Hierarchy-Aware Medical Concept Representationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18672/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18672/提出 SMI，利用本体接地语义 ID 构建层次感知的医学概念表示，使医学概念的层级关系显式融入表示学习并提升相关任务表现。Thu, 15 Oct 2026 19:07:34 GMTarXivFrom Relation-Specific Heads to Shared Interventions: Contextual Entrainment in Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18674/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18674/通过从关系特定注意力头转向共享干预，揭示语言模型中的上下文夹带现象，表明事实关系处理可能依赖可共享的干预回路而非孤立头。Thu, 15 Oct 2026 19:07:34 GMTarXivModel-Based Online Decision Making via Generative Trajectory Planninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18677/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18677/提出一种基于模型的在线决策方法，通过生成式轨迹规划来预测和评估未来轨迹，从而在复杂环境中实现更有效的在线决策。Thu, 15 Oct 2026 19:07:34 GMTarXivProAS: A Progress-Aware Advantage Shaping Framework for Multi-Turn Agentic Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18683/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18683/提出 ProAS 进度感知优势塑形框架，通过在多轮智能体强化学习中依据任务进度调整优势函数，提升策略学习效率与稳定性。Thu, 15 Oct 2026 19:07:34 GMTarXivRadarGSOcc: Doppler-Aware 3D Semantic Occupancy Prediction Using 4D Radar Tensor with Geometric-Semantic Feature Extractionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18686/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18686/提出 RadarGSOcc，面向 4D 雷达张量引入多普勒感知与几何-语义特征提取，实现更鲁棒的 3D 语义占用预测。Thu, 15 Oct 2026 19:07:34 GMTarXivJust Respect the Semantics: Image-Token Compression via Pre-LLM Semantic Variable-Resolution Tokenization and In-LLM Relevance Pruninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18690/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18690/提出一种遵循语义的图像 token 压缩方法，在送入 LLM 前进行语义可变分辨率 token 化并在 LLM 内部做相关性剪枝，从而在减少视觉 token 的同时保持语义与下游性能。Thu, 15 Oct 2026 19:07:34 GMTarXivGeoReader: Learning Latent Geometry for Spatial Reasoning in Vision-Language Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18694/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18694/提出GeoReader，通过学习潜在几何表示增强视觉语言模型的细粒度空间推理能力。Thu, 15 Oct 2026 19:07:34 GMTarXivUniW(A)M: A Unified Mixture-of-Experts Framework for World and World-Action Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18697/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18697/提出统一混合专家框架UniW(A)M，将世界模型与世界-动作模型联合建模，以提升预测与决策的泛化性和效率。Thu, 15 Oct 2026 19:07:34 GMTarXivSteertuning Policies from a Few Human Videoshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18711/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18711/提出Steertuning方法，仅用少量人类视频即可引导策略学习，实现从人类演示到智能体行为的高效迁移。Thu, 15 Oct 2026 19:07:34 GMTarXivA Rate Transfer Method: Convergence Rates in Stochastic Gradient Descent via Stochastic Calculushttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18739/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18739/利用随机微积分提出收敛速率传递方法，为随机梯度下降建立新的收敛率分析框架与结果。Thu, 15 Oct 2026 19:07:34 GMTarXivSolBehave: Evaluating the Behavioural Correctness of LLM-Generated Smart Contractshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18745/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18745/提出SolBehave评估LLM生成智能合约的行为正确性，关注其运行时行为是否符合预期而非仅通过语法或单元测试。Thu, 15 Oct 2026 19:07:34 GMTarXivPreciseCoder: Faithful and Generalizable Debugging Beyond Unit-Test Rewardshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18755/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18755/提出PreciseCoder，超越单元测试奖励进行忠实且可泛化的程序调试，提升在测试不足和未见缺陷场景下的修复能力。Thu, 15 Oct 2026 19:07:34 GMTarXivWhere Do LLM Ensemble Gains Come From? Decomposing Candidate Value, Diversity, and Aggregationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18786/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18786/系统分解LLM集成收益来源，揭示候选质量、多样性与聚合策略各自贡献，为理解与设计集成方法提供依据。Thu, 15 Oct 2026 19:07:34 GMTarXivBytes to Threats: Byte-Sequence Transformer For Malware Detectionhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18787/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18787/提出面向原始字节序列的Transformer恶意软件检测方法，利用字节级模式提升对恶意软件的识别能力与泛化性。Thu, 15 Oct 2026 19:07:34 GMTarXivSEAR: Self-Evolving Agentic Roboticshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18792/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18792/提出SEAR自演化智能体机器人框架，使机器人智能体能够通过自主经验积累与反馈循环持续改进任务策略。Thu, 15 Oct 2026 19:07:34 GMTarXivOptimizing Team Behavior via Extremum-seeking Control in Multi-agent Reinforcement Learninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18808/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18808/提出将极值搜索控制引入多智能体强化学习，通过在线估计团队策略参数来优化协作行为并提升整体表现。Thu, 15 Oct 2026 19:07:34 GMTarXivBack-Translation Still Matters: Leveraging Monolingual Data for Low-Resource Machine Translation with LLMshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18818/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18818/表明回译仍对低资源机器翻译至关重要，并展示如何利用单语数据和 LLM 提升低资源翻译性能。Thu, 15 Oct 2026 19:07:34 GMTarXivRoboSimStudio: An Interactive Toolkit for Human and Agent Rapid Real2Sim of Robot Manipulation Taskshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18835/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18835/提出交互式工具包 RoboSimStudio，支持人类与智能体快速将真实机器人操作任务转化为仿真环境。Thu, 15 Oct 2026 19:07:34 GMTarXivFast Rates for Offline Q-Learning with KL Regularizationhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18839/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18839/为带 KL 正则化的离线 Q-learning 建立快速收敛率，改进了离线强化学习的样本效率理论保证。Thu, 15 Oct 2026 19:07:34 GMTarXivLIBERO-RIG: A Hardware-Setup Robustness Benchmark for Vision-Language-Action Modelshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18843/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18843/提出 LIBERO-RIG 基准，系统评估视觉-语言-动作模型在不同硬件设置变化下的鲁棒性。Thu, 15 Oct 2026 19:07:34 GMTarXivTwo Clocks: Why Larger Rollout Batches Learn Slower but Fail on Schedule in Reinforcement Learning with Verifiable Rewardshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18853/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18853/通过“两个时钟”分析指出，在可验证奖励强化学习中更大的 rollout 批次会因学习时钟与调度时钟错配而学习更慢且无法按时完成。Thu, 15 Oct 2026 19:07:34 GMTarXivHybrid Reasoning Agentshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18861/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18861/提出混合推理智能体框架，融合多种推理机制以兼顾复杂任务中的效率与准确性。Thu, 15 Oct 2026 19:07:34 GMTarXivDoubtLess: Training-Free Contrastive Decoding for Efficient Reasoninghttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18862/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18862/提出免训练的对比解码方法 DoubtLess，通过抑制不确定或冗余推理来提升高效推理表现。Thu, 15 Oct 2026 19:07:34 GMTarXivTev: Scaling Long-Horizon Agentic Environments with Dense Progress Rewardshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18868/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18868/提出 Tev 利用稠密进度奖励扩展长时程智能体环境，缓解稀疏奖励问题并支持可扩展的智能体训练。Thu, 15 Oct 2026 19:07:34 GMTarXivWhat Matters in Quality-Aware VLA Pretraining: A Benchmark and Empirical Studyhttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18869/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18869/通过基准与实证研究系统考察质量感知 VLA 预训练中的关键因素，揭示哪些数据质量与训练设计真正影响模型性能。Thu, 15 Oct 2026 19:07:34 GMTarXivChunkAct: Action Chunking for Agentic Roboticshttps://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18874/https://iheadwater.github.io/dailyinfo-web/arxiv/arxiv-2610.18874/提出面向智能体机器人的动作分块方法 ChunkAct，通过将连续动作分段决策来提升长程机器人任务的执行效率与稳定性。Thu, 15 Oct 2026 19:07:34 GMTarXiv[AINews] AI Engineer NYC: Gemini 4 Argon, Vals AI Benchmarkshttps://iheadwater.github.io/dailyinfo-web/ai-news/latentspace-779db34e748bd1bd28cae371/https://iheadwater.github.io/dailyinfo-web/ai-news/latentspace-779db34e748bd1bd28cae371/🧠 模型进展 Google Gemini 4 Argon 正式全球上线，覆盖编码、知识工作、企业流程与网络安全，并通过付费API、Gemini应用和Antigravity提供。 Meta 发布 Muse Wonder，主打个人助理与编码，Active Focus/Active Memory 强化持续性与个人上下文，但 MemoryBench 仅验证长对话内更新事实而非跨会话记忆。 Artificial Analysis 将 Argon 的智能指数与 GPT-6 Astra 持平，任务成本约为其60%（入门价 $1.99/任务），并报告代理能力提升与15% AA-Omniscience幻觉率。…Wed, 14 Oct 2026 20:30:27 GMTAI NewsExplicit Approximations to the Green-Ampt Model Under Constant Ponding, Variable Ponding, and Inclined Soil Column Conditionshttps://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-4bc91e7112f913be42f7a662/https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-4bc91e7112f913be42f7a662/该研究为 Green-Ampt 入渗模型在恒定积水、变积水及倾斜土柱条件下推导了显式近似解，在保持精度的同时避免了原模型的隐式求解，提高了计算效率。Wed, 14 Oct 2026 20:03:48 GMTPapersA multiscale digital-rock workflow for shale-matrix flow characterization: Application to permeability predictionhttps://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-7c9484d3d86c29deb0890896/https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-7c9484d3d86c29deb0890896/该研究提出了一套多尺度数字岩石工作流程，用于表征页岩基质流动并预测渗透率，实现了从孔隙尺度到岩心尺度的跨尺度流动属性刻画与渗透率预测。Wed, 14 Oct 2026 20:03:48 GMTPapersLocal Overfitting in Machine Learning Models Drives Spatially Uneven Performance in Atmospheric Observationshttps://iheadwater.github.io/dailyinfo-web/papers/aies-4ee2e3d3120869eabe523e44/https://iheadwater.github.io/dailyinfo-web/papers/aies-4ee2e3d3120869eabe523e44/该研究揭示机器学习模型中的局部过拟合是导致大气观测任务中模型性能呈现空间不均衡的关键驱动因素，并强调需针对局部区域进行过拟合诊断与缓解。Wed, 14 Oct 2026 20:03:48 GMTPapersVisualizing Weather Risks: Participatory Design Workshops for Hurricane Threats and Impacts Graphicshttps://iheadwater.github.io/dailyinfo-web/papers/bams-143fd7731d92df0c85083743/https://iheadwater.github.io/dailyinfo-web/papers/bams-143fd7731d92df0c85083743/该研究利用参与式设计工作坊改进飓风威胁与影响图形，使可视化更贴合用户决策需求并增强风险沟通效果。Wed, 14 Oct 2026 20:03:48 GMTPapersPREVENIR: An Argentina–Japan Collaboration on Early Warning for Urban Floodshttps://iheadwater.github.io/dailyinfo-web/papers/bams-67a0984bf46c76e3eea8a97a/https://iheadwater.github.io/dailyinfo-web/papers/bams-67a0984bf46c76e3eea8a97a/该文介绍阿根廷与日本合作的PREVENIR项目，通过联合研发和能力建设提升城市洪水早期预警与风险应对水平。Wed, 14 Oct 2026 20:03:48 GMTPapersWhat Do Large Hail, Tornado, and Severe Thunderstorm Wind Environments Have in Common across Continents?https://iheadwater.github.io/dailyinfo-web/papers/bams-bec37e2485a1f08496fb95f0/https://iheadwater.github.io/dailyinfo-web/papers/bams-bec37e2485a1f08496fb95f0/该研究通过跨大陆对比揭示大冰雹、龙卷和强雷暴风环境共享的关键热力与动力条件，为全球强对流天气预报提供了统一认识框架。Wed, 14 Oct 2026 20:03:48 GMTPapersImplementing two-way coupling of dynamic and spatially explicit models in a web-based collaborative environmenthttps://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-23cea149cf0a39b82be30f04/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-23cea149cf0a39b82be30f04/该研究提出并实现了一个基于网页的协作环境，使动态模型与空间显式模型能够双向耦合，从而支持多用户交互式建模、数据共享与协同决策。Wed, 14 Oct 2026 20:03:48 GMTPapersToward Near-Real-Time Flood-Risk Mapping with Crowdsourced Data: A Bayesian Neural Network Framework for Uncertainty-Guided Verificationhttps://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-71966ae6daae55dad1b3e718/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-71966ae6daae55dad1b3e718/该研究提出一种面向众包数据的贝叶斯神经网络框架，通过不确定性引导的验证实现近实时洪水风险制图，提升了数据质量不均条件下洪水风险估计的可靠性与时效性。Wed, 14 Oct 2026 20:03:48 GMTPapersFuture Northeastward Shift of Extratropical Transition of Tropical Cyclones Over the North Atlantic in Downscaling Projectionshttps://iheadwater.github.io/dailyinfo-web/papers/grl-00918720fcaf38c876d23c07/https://iheadwater.github.io/dailyinfo-web/papers/grl-00918720fcaf38c876d23c07/降尺度预估表明北大西洋热带气旋的温带变性未来将向东北偏移，可能改变下游地区的灾害风险。Wed, 14 Oct 2026 20:03:48 GMTPapersConstraining Fault Kinematics and India‐Tarim Convergence Partitioning in Southwestern Tibet With Geodetic Block Modelinghttps://iheadwater.github.io/dailyinfo-web/papers/grl-072a08ceea9ef1ccc1900a57/https://iheadwater.github.io/dailyinfo-web/papers/grl-072a08ceea9ef1ccc1900a57/利用大地测量块体模型约束藏西南断裂运动学，量化印度—塔里木汇聚在主要断裂间的分配。Wed, 14 Oct 2026 20:03:48 GMTPapersPetagram‐Scale Dissolved Organic Carbon Stocks in Alaskan Permafrost Soilshttps://iheadwater.github.io/dailyinfo-web/papers/grl-141be58ec7ea8c907fe2ee74/https://iheadwater.github.io/dailyinfo-web/papers/grl-141be58ec7ea8c907fe2ee74/阿拉斯加永久冻土土壤中溶解有机碳储量达到拍克（Pg）量级，凸显冻土碳释放潜力可能被低估。Wed, 14 Oct 2026 20:03:48 GMTPapersContribution of the Pacific Decadal Oscillation to Global Mean Sea Level Trends: Revisitedhttps://iheadwater.github.io/dailyinfo-web/papers/grl-16f3d57490073c1480e05a87/https://iheadwater.github.io/dailyinfo-web/papers/grl-16f3d57490073c1480e05a87/重新评估太平洋年代际振荡对全球平均海平面趋势的贡献，修正了以往对其影响量级和机制的认识。Wed, 14 Oct 2026 20:03:48 GMTPapersQuantifying Nighttime Gravity Wave‐Driven Mesosphere‐Ionosphere Coupling Over CONUS Using NASA AWE Radiance and GNSS TEC Observationshttps://iheadwater.github.io/dailyinfo-web/papers/grl-170414034dc0e7f6914fb1a6/https://iheadwater.github.io/dailyinfo-web/papers/grl-170414034dc0e7f6914fb1a6/结合NASA AWE辐亮度和GNSS TEC观测，量化美国本土夜间重力波驱动的中间层—电离层耦合过程。Wed, 14 Oct 2026 20:03:48 GMTPapersSeasonal Shifts in Nitrogen Isotope Fractionation Regimes in the Leighton Cyclehttps://iheadwater.github.io/dailyinfo-web/papers/grl-1e5fc56398d12cdf9f39f44b/https://iheadwater.github.io/dailyinfo-web/papers/grl-1e5fc56398d12cdf9f39f44b/研究揭示莱顿循环中氮同位素分馏机制存在季节性转换，有助于改进对大气活性氮转化与同位素信号的解释。Wed, 14 Oct 2026 20:03:48 GMTPapersCoherent Turbulence Signatures Preceding Warm Rain Events From Collocated Cloud Radar and Wind Profiler Observations Across Chinahttps://iheadwater.github.io/dailyinfo-web/papers/grl-20326bd80ae31323d61ec368/https://iheadwater.github.io/dailyinfo-web/papers/grl-20326bd80ae31323d61ec368/结合云雷达与风廓线仪观测发现，中国暖雨事件前普遍出现相干湍流信号，可作为暖云降水触发的前兆指标。Wed, 14 Oct 2026 20:03:48 GMTPapersReassessing Methanesulfonic Acid as a Sea Ice Proxy: An Example From the Weddell Sea Sectorhttps://iheadwater.github.io/dailyinfo-web/papers/grl-2c1ffcf0285c7b2ae5cbad8e/https://iheadwater.github.io/dailyinfo-web/papers/grl-2c1ffcf0285c7b2ae5cbad8e/以威德尔海部门为例重新评估甲磺酸作为海冰代用指标的可靠性，指出其解释需考虑更多过程与局限。Wed, 14 Oct 2026 20:03:48 GMTPapersA Predictable Component of the Internal Tide on a Narrow Continental Shelfhttps://iheadwater.github.io/dailyinfo-web/papers/grl-2ccc3e31e92dd847b93dbc02/https://iheadwater.github.io/dailyinfo-web/papers/grl-2ccc3e31e92dd847b93dbc02/该研究在狭窄大陆架上识别出内潮的一个可预测分量，表明部分内潮信号可由稳定机制进行预报。Wed, 14 Oct 2026 20:03:48 GMTPapersStructural Compactness of North Atlantic Tropical Cyclone Seeds in Historical and Projected Climateshttps://iheadwater.github.io/dailyinfo-web/papers/grl-486c10e5e67c0b05398285ff/https://iheadwater.github.io/dailyinfo-web/papers/grl-486c10e5e67c0b05398285ff/研究比较历史与未来气候下北大西洋热带气旋胚胎的结构紧凑度，揭示其变化及其对风暴生成和强度的潜在影响。Wed, 14 Oct 2026 20:03:48 GMTPapersWeak Positive Discharges Leading to Lightning Initiationhttps://iheadwater.github.io/dailyinfo-web/papers/grl-4998d2be37dbf9b75a026b8e/https://iheadwater.github.io/dailyinfo-web/papers/grl-4998d2be37dbf9b75a026b8e/观测表明弱正放电是触发闪电起始的关键过程。Wed, 14 Oct 2026 20:03:48 GMTPapersQuantifying Deep Ocean Methane Along the Central Chilean Marginhttps://iheadwater.github.io/dailyinfo-web/papers/grl-59f80c1536a4f1b3725f2bf0/https://iheadwater.github.io/dailyinfo-web/papers/grl-59f80c1536a4f1b3725f2bf0/量化智利中部陆缘的深海甲烷分布与释放，为评估该区域甲烷渗漏及其碳循环贡献提供基线。Wed, 14 Oct 2026 20:03:48 GMTPapersBoundary‐Aware Separation of Vortical and Wavy Motions in the Oceanhttps://iheadwater.github.io/dailyinfo-web/papers/grl-5ce9854e351142b7aa073d41/https://iheadwater.github.io/dailyinfo-web/papers/grl-5ce9854e351142b7aa073d41/提出一种边界感知的分离方法，更准确地区分海洋中的涡旋运动与波动运动，为海洋动力学诊断提供新工具。Wed, 14 Oct 2026 20:03:48 GMTPapersPredominance of Externally Mixed Black Carbon Over the Tibetan Plateau During the Asian Summer Monsoonhttps://iheadwater.github.io/dailyinfo-web/papers/grl-646bf3e22e33624bea241111/https://iheadwater.github.io/dailyinfo-web/papers/grl-646bf3e22e33624bea241111/发现亚洲夏季风期间青藏高原黑碳以外部混合态占主导，修正了对其吸光增强和气候效应的认识。Wed, 14 Oct 2026 20:03:48 GMTPapersResolution Dependence of the Climate Feedback Parameter in Km‐Scale Climate Modelshttps://iheadwater.github.io/dailyinfo-web/papers/grl-6668a21f596d761d39fc5f95/https://iheadwater.github.io/dailyinfo-web/papers/grl-6668a21f596d761d39fc5f95/公里级气候模型表明气候反馈参数对模式分辨率存在依赖性，强调高分辨率模拟中反馈估计的敏感性。Wed, 14 Oct 2026 20:03:48 GMTPapersSymbiont‐Mediated Molybdenum Cycling Shapes Coral Skeletal Mo Isotopeshttps://iheadwater.github.io/dailyinfo-web/papers/grl-766075a957e72d6a66c9a1d9/https://iheadwater.github.io/dailyinfo-web/papers/grl-766075a957e72d6a66c9a1d9/共生藻介导的钼循环控制珊瑚骨骼钼同位素组成，为利用珊瑚Mo同位素重建生物地球化学过程提供了机制依据。Wed, 14 Oct 2026 20:03:48 GMTPapersMelt Production and Volatile Release From Thermochemical Mantle Plumeshttps://iheadwater.github.io/dailyinfo-web/papers/grl-770422fc5e27d15d58bf4d5e/https://iheadwater.github.io/dailyinfo-web/papers/grl-770422fc5e27d15d58bf4d5e/揭示热化学地幔柱中熔融产生与挥发分释放的耦合机制，及其对地幔挥发分循环和地表环境的影响。Wed, 14 Oct 2026 20:03:48 GMTPapersUnexpected Inter‐Annual Variability in Methane Emissions From Western Siberia’s Oil and Gas Sectorhttps://iheadwater.github.io/dailyinfo-web/papers/grl-7a2b48b49c22b6654ea046cf/https://iheadwater.github.io/dailyinfo-web/papers/grl-7a2b48b49c22b6654ea046cf/揭示西西伯利亚油气行业甲烷排放存在显著且意外的年际变率，挑战了以往稳定排放假设并强调监测需求。Wed, 14 Oct 2026 20:03:48 GMTPapersMorphological Characteristics of Tropical Precipitation Features Producing Extreme Instantaneous Rain Rates in GPM and DYAMOND Global Storm Resolving Modelshttps://iheadwater.github.io/dailyinfo-web/papers/grl-7a9f1d8afc886301b9272648/https://iheadwater.github.io/dailyinfo-web/papers/grl-7a9f1d8afc886301b9272648/揭示产生极端瞬时雨强的热带降水特征形态，并评估DYAMOND全球风暴解析模式相对GPM观测的再现能力与偏差。Wed, 14 Oct 2026 20:03:48 GMTPapersLocal Generation of Plasmaspheric Plume Hisshttps://iheadwater.github.io/dailyinfo-web/papers/grl-7be50da497768c6cf6f6b3cf/https://iheadwater.github.io/dailyinfo-web/papers/grl-7be50da497768c6cf6f6b3cf/揭示等离子层羽流中的嘶声波可由局地过程生成，而非仅由外部传播而来，深化对辐射带电子散射源的理解。Wed, 14 Oct 2026 20:03:48 GMTPapersA Unified Quadratic Scaling Relation Between Potency and Local Earthquake Magnitudes for −1.8 ≤ ML ≤ 7.5https://iheadwater.github.io/dailyinfo-web/papers/grl-8c0378abb815b7a90579e718/https://iheadwater.github.io/dailyinfo-web/papers/grl-8c0378abb815b7a90579e718/提出一个适用于−1.8≤ML≤7.5的统一二次标度关系，将地震potency与局部震级相联系，改进震源尺度估计。Wed, 14 Oct 2026 20:03:48 GMTPapersIssue Informationhttps://iheadwater.github.io/dailyinfo-web/papers/grl-ae5dac106606140eaa2ac032/https://iheadwater.github.io/dailyinfo-web/papers/grl-ae5dac106606140eaa2ac032/本期GRL的期刊目录、出版与版权信息。Wed, 14 Oct 2026 20:03:48 GMTPapersRadio Sounding Determination of Two‐Dimensional Plasma Structure Velocityhttps://iheadwater.github.io/dailyinfo-web/papers/grl-b966684ac3d256e79920382f/https://iheadwater.github.io/dailyinfo-web/papers/grl-b966684ac3d256e79920382f/利用无线电探测方法测定电离层等离子体结构的二维速度，为监测空间等离子体不规则体运动提供了新手段。Wed, 14 Oct 2026 20:03:48 GMTPapersFirst Observation of Four‐Band Ion Cyclotron Whistlershttps://iheadwater.github.io/dailyinfo-web/papers/grl-b98ebe2332c00a26e805b903/https://iheadwater.github.io/dailyinfo-web/papers/grl-b98ebe2332c00a26e805b903/首次观测到四带离子回旋哨声波，拓展了对磁层离子回旋波谱结构及波粒相互作用的认知。Wed, 14 Oct 2026 20:03:48 GMTPapersRepeatable Velocity Fine Structure of Lightning K‐Leaders From a Single VHF Interferometer Made Three‐Dimensionalhttps://iheadwater.github.io/dailyinfo-web/papers/grl-bd9f06f1e6b81af46a035644/https://iheadwater.github.io/dailyinfo-web/papers/grl-bd9f06f1e6b81af46a035644/通过将单站VHF干涉仪拓展为三维观测，研究揭示了闪电K先导可重复的速度精细结构。Wed, 14 Oct 2026 20:03:48 GMTPapersHow Can the MJO's Planetary Scale Kelvin Wave and Synoptic Kelvin Waves Move at Different Phase Speeds in the Same Large‐Scale Environment?https://iheadwater.github.io/dailyinfo-web/papers/grl-c314d46cd045a6d02ddc55a9/https://iheadwater.github.io/dailyinfo-web/papers/grl-c314d46cd045a6d02ddc55a9/研究解释同一大尺度环境中MJO的行星尺度Kelvin波与天气尺度Kelvin波为何具有不同相速度，揭示尺度相互作用等机制。Wed, 14 Oct 2026 20:03:48 GMTPapersMillennial‐Scale Deoxygenation in the Southern California Oxygen Minimum Zone Over the Last Glacial Cyclehttps://iheadwater.github.io/dailyinfo-web/papers/grl-c887b0676b41627a284ea016/https://iheadwater.github.io/dailyinfo-web/papers/grl-c887b0676b41627a284ea016/对南加州氧最小带过去一个冰期旋回的记录表明，该区在千年尺度上发生显著脱氧，凸显气候变率对中层海洋缺氧的驱动。Wed, 14 Oct 2026 20:03:48 GMTPapersInterpreting Air Temperature Trends Across the Antarctic Peninsula Between 1979 and 2025https://iheadwater.github.io/dailyinfo-web/papers/grl-e0f3356363d31718be0b7fac/https://iheadwater.github.io/dailyinfo-web/papers/grl-e0f3356363d31718be0b7fac/重新解读1979—2025年南极半岛气温趋势，阐明其时空差异及与大气环流和海冰变化等过程的联系。Wed, 14 Oct 2026 20:03:48 GMTPapersModulation of Slow Slip Event Characteristics Throughout the Costa Rica Subduction Zone Earthquake Cyclehttps://iheadwater.github.io/dailyinfo-web/papers/grl-e5fe08e6134ed4631b33403b/https://iheadwater.github.io/dailyinfo-web/papers/grl-e5fe08e6134ed4631b33403b/研究揭示哥斯达黎加俯冲带慢滑移事件特征在地震周期不同阶段受到调制。Wed, 14 Oct 2026 20:03:48 GMTPapersHydropeaking Catalyzes Redox Reactions in Impacted Aquifers: A First Field Evidencehttps://iheadwater.github.io/dailyinfo-web/papers/grl-fe3ebeeea24c0f78e5c873ca/https://iheadwater.github.io/dailyinfo-web/papers/grl-fe3ebeeea24c0f78e5c873ca/首次野外证据显示水电站调峰引起的水位波动会催化受影响含水层中的氧化还原反应。Wed, 14 Oct 2026 20:03:48 GMTPapersA Catchment‐Based Global Model of River Discharge and Flow Velocity for Earth System Modelshttps://iheadwater.github.io/dailyinfo-web/papers/james-aa1880d21aeaa7f54664b6d8/https://iheadwater.github.io/dailyinfo-web/papers/james-aa1880d21aeaa7f54664b6d8/该研究构建了面向地球系统模式的基于集水区的全球河流流量与流速模型，可协同模拟全球河流径流和流速，并改善地球系统模式对河流输送过程的表征。Wed, 14 Oct 2026 20:03:48 GMTPapersA novel approach for forecasting lake heatwaves using MSAPE-ML: A deep learning framework with WRF-derived physical features coupled with the air2water modelhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-15d1de34bd24df58226a7407/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-15d1de34bd24df58226a7407/提出耦合WRF衍生物理特征与air2water模型的MSAPE-ML深度学习框架，用于提升湖泊热浪预报精度。Wed, 14 Oct 2026 20:03:48 GMTPapersA dimensionally consistent reformulation of the HyMoLAP rainfall–runoff model: interpretability and robustness across CAMELS datasetshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-2025406b5f211265fe3f0b4b/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-2025406b5f211265fe3f0b4b/对HyMoLAP降雨径流模型进行量纲一致重构，并在多个CAMELS数据集上增强了模型可解释性与稳健性。Wed, 14 Oct 2026 20:03:48 GMTPapersThe importance of measurement uncertainties in the regression of hydrogen and oxygen isotope valueshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-2766cf827f0891c38b99cf12/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-2766cf827f0891c38b99cf12/强调氢氧同位素值回归中测量不确定性不可忽略，考虑不确定性可提高同位素关系估计与解释的可靠性。Wed, 14 Oct 2026 20:03:48 GMTPapersComparative analysis of rainfall erosivity estimation approaches and temporal resolution effects: A critical review supported by an observational case studyhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-3b364cddb74141333d9f9faf/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-3b364cddb74141333d9f9faf/系统比较降雨侵蚀力估算方法及时间分辨率影响，并通过观测案例指出高时间分辨率数据对准确评估的关键作用。Wed, 14 Oct 2026 20:03:48 GMTPapersHydraulic sorting and retention of microplastics in a cascade reservoir system, Southwest Chinahttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-55b175adcb8e810ad39cc367/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-55b175adcb8e810ad39cc367/揭示中国西南梯级水库系统中微塑料受水力分选影响并发生滞留的规律，阐明水库级联对微塑料输移的拦截作用。Wed, 14 Oct 2026 20:03:48 GMTPapersQuantification of Zoige alpine wetland responses to climate change using attention U-Nethttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-560d5438487a094923564d94/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-560d5438487a094923564d94/利用注意力U-Net量化若尔盖高寒湿地对气候变化的响应，揭示湿地时空变化及其关键气候驱动。Wed, 14 Oct 2026 20:03:48 GMTPapersAn adaptive Picard-SBFEM-level set formulation for three-dimensional saturated-unsaturated seepage flow analysis and free-surface trackinghttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-5d741565fa2a053c238082a8/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-5d741565fa2a053c238082a8/提出自适应Picard-SBFEM-水平集耦合格式，用于三维饱和-非饱和渗流分析与自由面追踪，提高复杂渗流问题的计算稳定性和精度。Wed, 14 Oct 2026 20:03:48 GMTPapersScenario-adaptive scheduling of cascade hydro-wind-solar-pumped storage systems driven by hydrological variabilityhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-7553eb029e16cd6b08f94424/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-7553eb029e16cd6b08f94424/针对水文变率驱动，提出梯级水-风-光-抽水蓄能系统情景自适应调度方法，以提高多能互补系统运行适应性。Wed, 14 Oct 2026 20:03:48 GMTPapersAgricultural land-use change rivals climate variability in driving blue water consumption in arid Xinjiang: a factorial counterfactual attributionhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-8b752696502a11e44fcefb66/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-8b752696502a11e44fcefb66/通过因子反事实归因表明新疆干旱区农业土地利用变化对蓝水消耗的驱动作用可与气候变率相当。Wed, 14 Oct 2026 20:03:48 GMTPapersAgricultural land-use composition modulates hydroclimatic coupling of cropland water use efficiency under prolonged aridification: sub-watershed evidence from Chile’s megadroughthttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-8c3b49ba59a719b4982798ad/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-8c3b49ba59a719b4982798ad/基于智利特大干旱期间的子流域证据，发现农业土地利用组成会调控长期干旱化下农田水分利用效率与气候水文之间的耦合关系。Wed, 14 Oct 2026 20:03:48 GMTPapersBivariate regional frequency analysis of extreme rainfall depth and intensity: comparing annual maxima and r-Largest approaches with simulated annealing regionalization across South Koreahttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-96e2a47294f6985240d9c72d/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-96e2a47294f6985240d9c72d/结合模拟退火区域划分，比较年最大值与r-Largest方法在韩国极端降雨深度和强度双变量区域频率分析中的表现，为区域设计降雨估计提供依据。Wed, 14 Oct 2026 20:03:48 GMTPapersA constrained deep learning framework for spatiotemporal downscaling of GRACE-derived terrestrial water storage anomalies over Chinahttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-9b07976b3bfea39ae7600e0d/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-9b07976b3bfea39ae7600e0d/构建受约束深度学习框架，对中国GRACE陆地水储量异常进行时空降尺度，在提高空间分辨率的同时保持物理约束。Wed, 14 Oct 2026 20:03:48 GMTPapersUncertainty in streamflow simulation performance arising from precipitation inputs and hydrological models under different flow regimes and catchment conditionshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-a2811335020064a398148917/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-a2811335020064a398148917/量化不同降水输入和水文模型在不同流态与流域条件下对径流模拟性能不确定性的贡献，揭示其随条件变化的差异。Wed, 14 Oct 2026 20:03:48 GMTPapersPredicting drought dynamics and high-standard farmland suitability in Shanxi Province using a GAT-based multi-model frameworkhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-a2fb319c617b96779b0eb623/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-a2fb319c617b96779b0eb623/构建基于图注意力网络(GAT)的多模型框架，预测山西干旱动态与高标准农田适宜性，为区域农业布局提供依据。Wed, 14 Oct 2026 20:03:48 GMTPapersSmall floods, not large ones, drive oxygen decline in a subtropical estuary via hydro-biogeochemical couplinghttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-a465e9fa100932ce88da22d3/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-a465e9fa100932ce88da22d3/通过水文-生物地球化学耦合分析发现，小洪水而非大洪水是驱动亚热带河口溶解氧下降的主要因素。Wed, 14 Oct 2026 20:03:48 GMTPapersAnticipating climate-change effects on coastal water quality: development of ensemble machine-learning modelshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-abca2fdec154b7353b1daf3f/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-abca2fdec154b7353b1daf3f/构建集成机器学习模型以预估气候变化对沿海水质的影响，提升未来水质变化的预测能力。Wed, 14 Oct 2026 20:03:48 GMTPapersA novel analytical method for transient advection–dispersion–reaction equations with arbitrary source term in layered mediahttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-adda487266a9f7ef8d69d0fb/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-adda487266a9f7ef8d69d0fb/提出一种适用于层状介质中含任意源项的瞬态对流-弥散-反应方程的新解析方法，提升了此类溶质运移问题的求解适用性与精度。Wed, 14 Oct 2026 20:03:48 GMTPapersIntegrating rainfall event and antecedent depths into a single probabilistic framework for deriving event depth-duration-antecedent depth-frequency curveshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-c4ef313f0d64e857a0685301/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-c4ef313f0d64e857a0685301/提出将降雨事件深度、历时与前期深度纳入统一概率框架，推导事件深度-历时-前期深度-频率曲线，以改进考虑前期条件的降雨频率分析。Wed, 14 Oct 2026 20:03:48 GMTPapersClimate-driven future changes in arctic river discharges using hydrological modelling and CMIP6 projectionshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-c5831654ae0ad5a54627590c/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-c5831654ae0ad5a54627590c/结合水文模型与CMIP6预估气候变化下北极河流未来径流变化，显示北极河流排泄的显著未来改变。Wed, 14 Oct 2026 20:03:48 GMTPapersPhysical and numerical modeling of a novel unsaturated multilayered cover system for mining closurehttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-cfdfb87a27c7e842d9da6903/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-cfdfb87a27c7e842d9da6903/通过物理与数值模拟验证一种新型非饱和多层覆盖系统在矿山闭矿中的性能，为矿区生态修复与渗漏控制提供设计依据。Wed, 14 Oct 2026 20:03:48 GMTPapersLithium isotopes as a proxy for hydrological-climate variation in the modern catchments and geological archives of salt lakes, Tibetan plateauhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-d16514e5816a6eace0944582/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-d16514e5816a6eace0944582/揭示青藏高原盐湖现代流域与地质档案中的锂同位素可指示水文气候变异，为古水文与古气候重建提供新的代理指标。Wed, 14 Oct 2026 20:03:48 GMTPapersLand surface model snow formulation sensitivity and a solar-zenith-angle snow covered area scheme evaluated across the western United Stateshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-d6846ae21151e525dae3fefd/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-d6846ae21151e525dae3fefd/评估美国西部陆面模式雪盖参数化敏感性，并提出基于太阳天顶角的雪覆盖面积方案以改进雪盖模拟。Wed, 14 Oct 2026 20:03:48 GMTPapersInterval-based multi-objective optimization for multireservoir operation under uncertain inflowshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-d7178961c1d5cde37e278ecf/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-d7178961c1d5cde37e278ecf/提出基于区间的多目标优化方法，用于不确定来水条件下多水库运行调度，可生成兼顾多目标与鲁棒性的调度方案。Wed, 14 Oct 2026 20:03:48 GMTPapersSoil temperature governs deep soil water infiltration in alpine meadows on the Qinghai-Tibet Plateauhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-d841b5120ec538d2be0e8648/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-d841b5120ec538d2be0e8648/发现土壤温度是青藏高原高寒草甸深层土壤水分入渗的主控因素，为理解寒区水文过程提供新认识。Wed, 14 Oct 2026 20:03:48 GMTPapersAssessing multi-flood hazard zones for stormwater infrastructure in highly urbanized coastal citieshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-eb9aeed2f90532b1cefd9f84/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-eb9aeed2f90532b1cefd9f84/针对高度城市化沿海城市，评估多类型洪水灾害风险区及其对雨水基础设施的影响，为洪涝风险分区和基础设施规划提供依据。Wed, 14 Oct 2026 20:03:48 GMTPapersMachine learning-enhanced joint inversion of GNSS, InSAR, and GRACE for terrestrial water storage reconstruction in the three Gorges reservoir regionhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-f22b7ad359a4c7fe5694dbd6/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-f22b7ad359a4c7fe5694dbd6/利用机器学习增强GNSS、InSAR和GRACE联合反演，重建三峡库区陆地水储量变化，提高水储量监测时空分辨率。Wed, 14 Oct 2026 20:03:48 GMTPapersJurassic flightless bird reveals early ecological diversity of avialanshttps://iheadwater.github.io/dailyinfo-web/papers/nature-0807d21430ff704aa588ee6f/https://iheadwater.github.io/dailyinfo-web/papers/nature-0807d21430ff704aa588ee6f/文章报道一件侏罗纪不会飞的鸟类化石，揭示早期鸟翼类恐龙已出现显著的生态多样性。Wed, 14 Oct 2026 20:03:48 GMTPapersRh<sup>3+</sup> stabilized in KRh@MFI catalyses regioselective hydroformylationhttps://iheadwater.github.io/dailyinfo-web/papers/nature-10e1abde1f98c6f6942e69aa/https://iheadwater.github.io/dailyinfo-web/papers/nature-10e1abde1f98c6f6942e69aa/研究在KRh@MFI中稳定了Rh3+物种，并证明该催化剂可催化区域选择性氢甲酰化，为调控铑催化选择性提供了新平台。Wed, 14 Oct 2026 20:03:48 GMTPapersIntrinsic physicochemical activity at microplastic–water interfaceshttps://iheadwater.github.io/dailyinfo-web/papers/nature-1e6e383af881b11d747e7799/https://iheadwater.github.io/dailyinfo-web/papers/nature-1e6e383af881b11d747e7799/研究揭示微塑料与水界面具有内在的物理化学活性。Wed, 14 Oct 2026 20:03:48 GMTPapersEvidence for multi-Li<sup>+</sup> clustering in lithium-ion battery electrolyteshttps://iheadwater.github.io/dailyinfo-web/papers/nature-232916f9ef9a044fcd9ad54b/https://iheadwater.github.io/dailyinfo-web/papers/nature-232916f9ef9a044fcd9ad54b/研究提供了锂离子电池电解液中多聚 Li+ 簇存在的证据，挑战了传统以溶剂分隔离子为主的电解液结构认识并有助于理解电池性能。Wed, 14 Oct 2026 20:03:48 GMTPapersLay of the land: terrestrial conservation efforts cover a wider area than thoughthttps://iheadwater.github.io/dailyinfo-web/papers/nature-2636d94af1f5d2e24b522849/https://iheadwater.github.io/dailyinfo-web/papers/nature-2636d94af1f5d2e24b522849/新的分析显示，陆地保护努力实际覆盖的面积比此前认为的更广。Wed, 14 Oct 2026 20:03:48 GMTPapersSexual dimorphism in epidermal stem cell dynamicshttps://iheadwater.github.io/dailyinfo-web/papers/nature-2a211cee09b0dcd901fd0f47/https://iheadwater.github.io/dailyinfo-web/papers/nature-2a211cee09b0dcd901fd0f47/研究发现表皮干细胞动态存在性别二态性，揭示了皮肤稳态的性别差异。Wed, 14 Oct 2026 20:03:48 GMTPapersEarly tetrapod neck mobility modelled using an extant analoguehttps://iheadwater.github.io/dailyinfo-web/papers/nature-2ab26e94e61f3dd734f57601/https://iheadwater.github.io/dailyinfo-web/papers/nature-2ab26e94e61f3dd734f57601/研究借助现存类比物种建模早期四足动物的颈部活动能力。Wed, 14 Oct 2026 20:03:48 GMTPapersLarge blind test of methane-detecting satellites lends credibility to emissions datahttps://iheadwater.github.io/dailyinfo-web/papers/nature-2ab51681d8e93a3c31312113/https://iheadwater.github.io/dailyinfo-web/papers/nature-2ab51681d8e93a3c31312113/大规模盲测表明，多颗甲烷探测卫星的排放数据具有可信度，为利用卫星监测甲烷排放提供了重要验证。Wed, 14 Oct 2026 20:03:48 GMTPapersLead-tainted teeth reveal medieval mines’ unequal tollhttps://iheadwater.github.io/dailyinfo-web/papers/nature-2ff629a99b49d6bf2f2538ba/https://iheadwater.github.io/dailyinfo-web/papers/nature-2ff629a99b49d6bf2f2538ba/中世纪含铅牙齿揭示矿区铅暴露带来的健康代价在不同人群中并不平等。Wed, 14 Oct 2026 20:03:48 GMTPapersChina’s AI research is booming: what it’s like to be on the front linehttps://iheadwater.github.io/dailyinfo-web/papers/nature-33e7b839b8cb59d0ee329dc6/https://iheadwater.github.io/dailyinfo-web/papers/nature-33e7b839b8cb59d0ee329dc6/文章从一线研究者视角呈现中国人工智能研究的爆发式增长，以及随之而来的机遇、压力与竞争生态。Wed, 14 Oct 2026 20:03:48 GMTPapersWill my lack of country-specific grants limit my chances of employment abroad?https://iheadwater.github.io/dailyinfo-web/papers/nature-35a6962789f24dc0a9256d16/https://iheadwater.github.io/dailyinfo-web/papers/nature-35a6962789f24dc0a9256d16/文章针对缺乏特定国家资助是否会限制海外求职机会给出职业建议与应对思路。Wed, 14 Oct 2026 20:03:48 GMTPapersHow early tetrapods got their neckhttps://iheadwater.github.io/dailyinfo-web/papers/nature-48166a9f991061f36b61079b/https://iheadwater.github.io/dailyinfo-web/papers/nature-48166a9f991061f36b61079b/研究通过化石与发育证据揭示了早期四足动物颈部起源和演化的关键步骤，阐明了从鱼类到陆生脊椎动物头部活动能力形成的过程。Wed, 14 Oct 2026 20:03:48 GMTPapersInterhemispheric monsoon dynamics over the past 450,000 yearshttps://iheadwater.github.io/dailyinfo-web/papers/nature-496478a9906748253cd05345/https://iheadwater.github.io/dailyinfo-web/papers/nature-496478a9906748253cd05345/研究重建了过去45万年间南北半球季风相互作用的动力学过程。Wed, 14 Oct 2026 20:03:48 GMTPapersCompeting mechanisms toughen bcc binary and medium-entropy alloys at 20 Khttps://iheadwater.github.io/dailyinfo-web/papers/nature-499e6068ce4b6b7c672c9a79/https://iheadwater.github.io/dailyinfo-web/papers/nature-499e6068ce4b6b7c672c9a79/在20 K下研究BCC二元与中熵合金，研究发现多种竞争机制共同作用提升韧性，为低温高性能合金设计提供了机理认识。Wed, 14 Oct 2026 20:03:48 GMTPapersAuthor Correction: Wafer-scale epitaxy growth of high-mobility p-type boron carbon nitridehttps://iheadwater.github.io/dailyinfo-web/papers/nature-4c18626276116ad2fa0807ba/https://iheadwater.github.io/dailyinfo-web/papers/nature-4c18626276116ad2fa0807ba/该文是对高迁移率p型硼碳氮化物晶圆级外延生长论文的作者更正。Wed, 14 Oct 2026 20:03:48 GMTPapersGlobal conservation area coverage substantially exceeds current estimateshttps://iheadwater.github.io/dailyinfo-web/papers/nature-4d0bc249181b0fee224c2469/https://iheadwater.github.io/dailyinfo-web/papers/nature-4d0bc249181b0fee224c2469/一项全球分析表明，实际受保护区域覆盖率显著高于既往估计，提示现有保护地统计可能低估了全球自然保护进展。Wed, 14 Oct 2026 20:03:48 GMTPapersProtecting nature means valuing biodiversityhttps://iheadwater.github.io/dailyinfo-web/papers/nature-4fb320fb7ca9511e5b1ff6b6/https://iheadwater.github.io/dailyinfo-web/papers/nature-4fb320fb7ca9511e5b1ff6b6/文章指出保护自然的核心在于重视和评估生物多样性，强调将生物多样性价值纳入保护决策对有效自然保护至关重要。Wed, 14 Oct 2026 20:03:48 GMTPapersBiomedical engineering is growing rapidly, but will it help patients?https://iheadwater.github.io/dailyinfo-web/papers/nature-64862ce261a0c49b0e210855/https://iheadwater.github.io/dailyinfo-web/papers/nature-64862ce261a0c49b0e210855/文章审视生物医学工程的快速增长能否真正转化为患者可获益的临床疗法与医疗产品。Wed, 14 Oct 2026 20:03:48 GMTPapersClasping folds enable superior elastic strength of graphene filmshttps://iheadwater.github.io/dailyinfo-web/papers/nature-651f955a124d6f3c1788dc3a/https://iheadwater.github.io/dailyinfo-web/papers/nature-651f955a124d6f3c1788dc3a/研究发现扣合褶皱结构使石墨烯薄膜获得优异的弹性强度。Wed, 14 Oct 2026 20:03:48 GMTPapersTargeted stimulation of motor cortex ensembles drives learned movementshttps://iheadwater.github.io/dailyinfo-web/papers/nature-6b814df55ed3973efa91e43d/https://iheadwater.github.io/dailyinfo-web/papers/nature-6b814df55ed3973efa91e43d/通过靶向刺激运动皮层中特定的神经元群，研究发现可以驱动已学会的运动，表明这些集合编码并足以触发习得动作。Wed, 14 Oct 2026 20:03:48 GMTPapersParity-dependent coupling of molecular spin chains to a superconductorhttps://iheadwater.github.io/dailyinfo-web/papers/nature-6c363446f039928382c75904/https://iheadwater.github.io/dailyinfo-web/papers/nature-6c363446f039928382c75904/研究发现分子自旋链与超导体的耦合强度依赖其宇称性，揭示了超导-分子自旋界面中奇偶效应调控量子耦合的机制。Wed, 14 Oct 2026 20:03:48 GMTPapersA guide to the Nature Indexhttps://iheadwater.github.io/dailyinfo-web/papers/nature-6fafe9f1fc861923f80e2425/https://iheadwater.github.io/dailyinfo-web/papers/nature-6fafe9f1fc861923f80e2425/文章解释 Nature Index 的统计方法、指标含义以及如何正确解读其科研产出数据。Wed, 14 Oct 2026 20:03:48 GMTPapersStructural basis of ligand recognition and gating in mosquito IRshttps://iheadwater.github.io/dailyinfo-web/papers/nature-7530702e4d66e1ba39180d0e/https://iheadwater.github.io/dailyinfo-web/papers/nature-7530702e4d66e1ba39180d0e/研究解析了蚊子离子型受体的配体识别与门控结构机制，为理解蚊虫嗅觉或味觉信号及开发行为干预策略提供了结构基础。Wed, 14 Oct 2026 20:03:48 GMTPapersDe novo design of cysteine proteaseshttps://iheadwater.github.io/dailyinfo-web/papers/nature-78541d84630773b8212d812a/https://iheadwater.github.io/dailyinfo-web/papers/nature-78541d84630773b8212d812a/研究从头设计出半胱氨酸蛋白酶，展示了计算策略能够生成具备特异催化机制和可调活性的新型酶。Wed, 14 Oct 2026 20:03:48 GMTPapersAlveolar stem cells go beyond making gas-exchange cells to repair damaged airwayshttps://iheadwater.github.io/dailyinfo-web/papers/nature-7be159b70ccf13f14211a458/https://iheadwater.github.io/dailyinfo-web/papers/nature-7be159b70ccf13f14211a458/研究发现肺泡干细胞不仅能生成气体交换细胞，还可参与修复受损气道，拓展了其对肺损伤修复的贡献认识。Wed, 14 Oct 2026 20:03:48 GMTPapersBecoming realhttps://iheadwater.github.io/dailyinfo-web/papers/nature-88893d5d39ccb863afd684dc/https://iheadwater.github.io/dailyinfo-web/papers/nature-88893d5d39ccb863afd684dc/文章关注新兴技术如何从实验概念走向真实应用，并探讨其规模化落地所面临的障碍、条件与希望。Wed, 14 Oct 2026 20:03:48 GMTPapersComputational design of metalloproteaseshttps://iheadwater.github.io/dailyinfo-web/papers/nature-8cd357966f64c7a5620385fc/https://iheadwater.github.io/dailyinfo-web/papers/nature-8cd357966f64c7a5620385fc/研究通过计算设计获得具有金属离子依赖催化活性的金属蛋白酶，证明可从原子层面构建新型蛋白酶并定制其活性位点。Wed, 14 Oct 2026 20:03:48 GMTPapersEvaluating space-based methane detection through a one-year blind testhttps://iheadwater.github.io/dailyinfo-web/papers/nature-8f1aa2a2d9487d375b994b62/https://iheadwater.github.io/dailyinfo-web/papers/nature-8f1aa2a2d9487d375b994b62/通过为期一年的盲测评估星载甲烷探测，研究揭示了卫星观测在识别和量化甲烷排放源方面的能力与局限。Wed, 14 Oct 2026 20:03:48 GMTPapersNature Index reveals the four countries to watch in biomedical engineeringhttps://iheadwater.github.io/dailyinfo-web/papers/nature-97b8c2388194ad17d97b66a3/https://iheadwater.github.io/dailyinfo-web/papers/nature-97b8c2388194ad17d97b66a3/文章基于 Nature Index 数据指出生物医学工程领域最值得关注的四个国家及其科研增长态势。Wed, 14 Oct 2026 20:03:48 GMTPapersDivergent genomic evolution in astrocytomas and oligodendrogliomashttps://iheadwater.github.io/dailyinfo-web/papers/nature-a6346928a2d85e523cd1656f/https://iheadwater.github.io/dailyinfo-web/papers/nature-a6346928a2d85e523cd1656f/通过解析星形细胞瘤和少突胶质细胞瘤的基因组演化，研究发现二者具有显著不同的突变与克隆轨迹，为精确分类和靶向治疗提供依据。Wed, 14 Oct 2026 20:03:48 GMTPapersSmartwatch health data are piling up. How can doctors keep pace?https://iheadwater.github.io/dailyinfo-web/papers/nature-ac5408200ecc0a23db5153cc/https://iheadwater.github.io/dailyinfo-web/papers/nature-ac5408200ecc0a23db5153cc/文章讨论智能手表等可穿戴设备产生的海量健康数据如何融入临床诊疗，以及医生如何跟上这一趋势。Wed, 14 Oct 2026 20:03:48 GMTPapersDaily briefing: What makes a happy scientist at work?https://iheadwater.github.io/dailyinfo-web/papers/nature-bb6430703edc4ea5f3a01a18/https://iheadwater.github.io/dailyinfo-web/papers/nature-bb6430703edc4ea5f3a01a18/每日简报探讨是什么让科学家在工作中感到快乐。Wed, 14 Oct 2026 20:03:48 GMTPapersHidden reaction pathways inform additive engineering for perovskite LEDshttps://iheadwater.github.io/dailyinfo-web/papers/nature-cb26fb506489a0431bbec5ca/https://iheadwater.github.io/dailyinfo-web/papers/nature-cb26fb506489a0431bbec5ca/研究揭示隐藏反应路径，为钙钛矿LED的添加剂工程提供指导。Wed, 14 Oct 2026 20:03:48 GMTPapersA microexon regulatory code reveals autism-linked genetic variationhttps://iheadwater.github.io/dailyinfo-web/papers/nature-cbc98ffb067cef52b1f8e23a/https://iheadwater.github.io/dailyinfo-web/papers/nature-cbc98ffb067cef52b1f8e23a/研究揭示微外显子调控编码，并据此发现与自闭症相关的遗传变异。Wed, 14 Oct 2026 20:03:48 GMTPapersThis is why butterflies are so hard to catchhttps://iheadwater.github.io/dailyinfo-web/papers/nature-cdd60d2c942e9fdc1937055d/https://iheadwater.github.io/dailyinfo-web/papers/nature-cdd60d2c942e9fdc1937055d/科学家揭示了蝴蝶飞行轨迹难以预测、因而极难被捕捉的原因。Wed, 14 Oct 2026 20:03:48 GMTPapersChina’s extraordinary rise in science and how it will change the worldhttps://iheadwater.github.io/dailyinfo-web/papers/nature-d0629fa23781fac687f7cacd/https://iheadwater.github.io/dailyinfo-web/papers/nature-d0629fa23781fac687f7cacd/文章分析中国科研产出与影响力的快速崛起，并探讨其将如何重塑全球科研合作、创新版图与竞争格局。Wed, 14 Oct 2026 20:03:48 GMTPapersAdvancing subseasonal forecasting with machine learninghttps://iheadwater.github.io/dailyinfo-web/papers/nature-d29ad366e38e7c90959fc078/https://iheadwater.github.io/dailyinfo-web/papers/nature-d29ad366e38e7c90959fc078/研究利用机器学习推进次季节预报，显著提升了次季节尺度预测能力。Wed, 14 Oct 2026 20:03:48 GMTPapersHydrogels and MRI: meet three biomedical engineers reshaping health carehttps://iheadwater.github.io/dailyinfo-web/papers/nature-d4e2857ba3608c39354ddb8d/https://iheadwater.github.io/dailyinfo-web/papers/nature-d4e2857ba3608c39354ddb8d/文章介绍三位利用水凝胶和磁共振成像推动医疗变革的生物医学工程师及其创新贡献。Wed, 14 Oct 2026 20:03:48 GMTPapersOverlooked brown fat in our bodies linked to wide range of health benefitshttps://iheadwater.github.io/dailyinfo-web/papers/nature-d8d207d05b13de792a330ae4/https://iheadwater.github.io/dailyinfo-web/papers/nature-d8d207d05b13de792a330ae4/研究发现人体内被忽视的棕色脂肪与多种健康益处相关，支持其作为代谢和心血管等疾病防治靶点的潜力。Wed, 14 Oct 2026 20:03:48 GMTPapers<i>Elp1</i> is required for myeloid differentiation and brain repopulationhttps://iheadwater.github.io/dailyinfo-web/papers/nature-d90f3b461804eeb3892bb374/https://iheadwater.github.io/dailyinfo-web/papers/nature-d90f3b461804eeb3892bb374/研究发现 Elp1 是髓系细胞分化及脑内髓系细胞重建所必需的，揭示了该基因在造血和脑驻留免疫细胞维持中的关键作用。Wed, 14 Oct 2026 20:03:48 GMTPapersEducational intervention can rewire village social networkshttps://iheadwater.github.io/dailyinfo-web/papers/nature-dacb96f468d2570298bb460b/https://iheadwater.github.io/dailyinfo-web/papers/nature-dacb96f468d2570298bb460b/一项教育干预实验表明，村庄社会网络可以被有意识地重塑。Wed, 14 Oct 2026 20:03:48 GMTPapersEngineered TYK2 dependence enables myeloid-selective IL-10 receptor agonismhttps://iheadwater.github.io/dailyinfo-web/papers/nature-dc17503b465f6ab19b60ffd6/https://iheadwater.github.io/dailyinfo-web/papers/nature-dc17503b465f6ab19b60ffd6/通过工程化引入 TYK2 依赖性，研究实现了对髓系细胞选择性激活 IL-10 受体，为开发靶向髓系免疫而不广泛影响其他细胞的 IL-10 疗法提供了策略。Wed, 14 Oct 2026 20:03:48 GMTPapersArtificial intelligence-enabled clinical phenotyping of human brown fathttps://iheadwater.github.io/dailyinfo-web/papers/nature-de7c02b960b523e61761ad41/https://iheadwater.github.io/dailyinfo-web/papers/nature-de7c02b960b523e61761ad41/研究利用人工智能从临床数据中识别人体棕色脂肪的表型，揭示其与代谢健康的关联，并为无创评估棕色脂肪提供新方法。Wed, 14 Oct 2026 20:03:48 GMTPapersSome Jurassic period birds were flightlesshttps://iheadwater.github.io/dailyinfo-web/papers/nature-dfd4f769f6c3393ba11d365a/https://iheadwater.github.io/dailyinfo-web/papers/nature-dfd4f769f6c3393ba11d365a/研究发现侏罗纪时期的部分鸟类已经失去飞行能力，改写了人们对早期鸟类飞行演化的认识。Wed, 14 Oct 2026 20:03:48 GMTPapersCan GLP-1s heal the brain? Obesity drugs get a makeover for addiction and depressionhttps://iheadwater.github.io/dailyinfo-web/papers/nature-e41b8374d98066e804100b6e/https://iheadwater.github.io/dailyinfo-web/papers/nature-e41b8374d98066e804100b6e/GLP-1类减肥药正被探索用于成瘾和抑郁症治疗，并引发其能否修复大脑的讨论。Wed, 14 Oct 2026 20:03:48 GMTPapersCapillary-selective vasodilation through myosin inhibition halts ischaemic cascadeshttps://iheadwater.github.io/dailyinfo-web/papers/nature-f78327472690a7630e86bdd3/https://iheadwater.github.io/dailyinfo-web/papers/nature-f78327472690a7630e86bdd3/研究发现抑制肌球蛋白可诱导毛细血管选择性舒张，从而阻断缺血级联反应，为改善微循环灌注提供了新策略。Wed, 14 Oct 2026 20:03:48 GMTPapersCatalytic transfer of carbon atoms enables spirofusion of C–C σ-bondshttps://iheadwater.github.io/dailyinfo-web/papers/nature-f80dc782a5cc60904d0aa678/https://iheadwater.github.io/dailyinfo-web/papers/nature-f80dc782a5cc60904d0aa678/通过催化碳原子转移实现C–C σ键的螺环融合，为构建螺环化合物提供了新策略。Wed, 14 Oct 2026 20:03:48 GMTPapers<b>The world is closer to a major conservation target than scientists thought</b>https://iheadwater.github.io/dailyinfo-web/papers/nature-f9f43af7daefc2e7f70110db/https://iheadwater.github.io/dailyinfo-web/papers/nature-f9f43af7daefc2e7f70110db/全球在实现一项重要保护目标方面比科学家此前认为的更接近达标。Wed, 14 Oct 2026 20:03:48 GMTPapersWave coarsening drives time crystallization in mechatronic metamaterialshttps://iheadwater.github.io/dailyinfo-web/papers/nature-fdc83b3df764ca53f6f5ca55/https://iheadwater.github.io/dailyinfo-web/papers/nature-fdc83b3df764ca53f6f5ca55/研究证明波粗化可驱动机电超材料中的时间结晶现象。Wed, 14 Oct 2026 20:03:48 GMTPapersModelling mouse embryogenesis from chemically induced totipotent stem cellshttps://iheadwater.github.io/dailyinfo-web/papers/nature-fed9f110f350590f33adb4f2/https://iheadwater.github.io/dailyinfo-web/papers/nature-fed9f110f350590f33adb4f2/研究人员利用化学诱导的全能干细胞建立了小鼠胚胎发生模型，为在体外模拟和解析早期胚胎发育及全能性调控提供了新平台。Wed, 14 Oct 2026 20:03:48 GMTPapersStrengthening Rio Convention implementation architecture through reciprocal learninghttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-4e08db7a817cfd58ac8acf16/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-4e08db7a817cfd58ac8acf16/本文主张通过互惠学习强化《里约公约》的实施架构，以促进气候、生物多样性和荒漠化治理之间的协同。Wed, 14 Oct 2026 20:03:48 GMTPapersSpecies hybridization belongs on the climate change agendahttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-7193ac590c82efdd717c950e/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-7193ac590c82efdd717c950e/物种杂交应被纳入气候变化议程，因为它可能同时影响物种适应、生物多样性丧失与保护决策。Wed, 14 Oct 2026 20:03:48 GMTPapersCitizens’ assemblies propose ambitious climate policy but impacts remain limitedhttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-edf15fdb2fba413c0e2c8f05/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-edf15fdb2fba413c0e2c8f05/公民议会能够提出雄心勃勃的气候政策建议，但其对实际政策制定与实施的影响仍然有限。Wed, 14 Oct 2026 20:03:48 GMTPapersThe ambitions and limitations of climate assemblieshttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-fdcc48edd22201835e2e8d77/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-fdcc48edd22201835e2e8d77/本文审视气候公民议会的雄心与局限，揭示其在代表性、议程设置和政策转化方面面临的内在张力。Wed, 14 Oct 2026 20:03:48 GMTPapersSurface carbonation governs olivine reactivity for rapid CO<sub>2</sub> mineralizationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-024243cf96ba04c06a7ba6e9/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-024243cf96ba04c06a7ba6e9/发现表面碳酸化控制橄榄石反应性，从而实现快速CO₂矿化。Wed, 14 Oct 2026 20:03:48 GMTPapersA nanosystem manipulates angiocrine signaling for cardioprotection in male mice by relocalizing endothelial exosomeshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-04b53beb0763f205c6f10629/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-04b53beb0763f205c6f10629/一种纳米系统通过重新定位内皮外泌体来调控血管分泌信号，从而在雄性小鼠中实现心脏保护。Wed, 14 Oct 2026 20:03:48 GMTPapersEnhancing ω-transaminase catalysis of bulky substrates guided by binding mechanismhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-109c450b8bb70190935c7a50/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-109c450b8bb70190935c7a50/通过揭示ω-转氨酶的底物结合机制，指导酶工程改造以增强其对大体积位阻底物的催化能力。Wed, 14 Oct 2026 20:03:48 GMTPapersEphrinA4/EphA4 controls blood pressure via arterial sympathetic innervation in male micehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-18ae7f3b17f4995dd1c79b6a/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-18ae7f3b17f4995dd1c79b6a/发现EphrinA4/EphA4信号通过调控动脉交感神经支配来控制雄性小鼠血压。Wed, 14 Oct 2026 20:03:48 GMTPapersEvaluating the effects of population mobility on transmission during the COVID-19 pandemichttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-28fe9dab05169d731d41bdd0/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-28fe9dab05169d731d41bdd0/评估COVID-19大流行期间人口流动对病毒传播的影响，量化流动性变化在传播动态中的作用。Wed, 14 Oct 2026 20:03:48 GMTPapersLuminal geometry and coiled coil length determine submembrane localization of type II transmembrane Golgi proteinshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-42f2f48f432641f8ca3c76ea/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-42f2f48f432641f8ca3c76ea/发现高尔基体腔面几何和卷曲螺旋长度共同决定II型跨膜高尔基蛋白的膜下定位。Wed, 14 Oct 2026 20:03:48 GMTPapersMultiplexed live imaging deciphers nuclear force-driven chromatin dynamics and embryo developmenthttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-451c0a03a913636225ec3de7/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-451c0a03a913636225ec3de7/利用多重活细胞成像揭示核力驱动的染色质动态及其在胚胎发育中的作用。Wed, 14 Oct 2026 20:03:48 GMTPapersMapping cell-type-specific spatial gene programs uncovers tissue architecture and microenvironment organizationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-51dbcfaa56eebea253431df9/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-51dbcfaa56eebea253431df9/绘制细胞类型特异的空间基因表达程序图谱，揭示组织架构与微环境的空间组织原则。Wed, 14 Oct 2026 20:03:48 GMTPapersA South Atlantic atmospheric river dipole as a key precursor of Amazon wildfireshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-6aa0e65956f770ca37d9e504/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-6aa0e65956f770ca37d9e504/识别南大西洋大气河偶极子是亚马逊野火的关键前兆，为火灾预测提供重要指标。Wed, 14 Oct 2026 20:03:48 GMTPapersBioinspired nanozyme-exoskeletonized yeast-derived polysaccharides for treating comorbid anxiety and depression in inflammatory bowel diseasehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-718aa9971e89e9f6801b1633/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-718aa9971e89e9f6801b1633/开发仿生纳米酶外骨骼化酵母来源多糖，可同时缓解炎症性肠病相关的焦虑和抑郁共病。Wed, 14 Oct 2026 20:03:48 GMTPapersOrientation tomography of lanthanide-doped nanoprobes by polarization-resolved micro-spectroscopyhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-78862253fda07d780231ead3/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-78862253fda07d780231ead3/利用偏振分辨显微光谱实现镧系掺杂纳米探针的取向层析成像。Wed, 14 Oct 2026 20:03:48 GMTPapersIntegrated multi-omics identifies distinct immune signatures with diagnostic and therapeutic implications in immune checkpoint inhibitor-induced myocarditishttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-998887e79e1fed17fc6d8ccd/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-998887e79e1fed17fc6d8ccd/通过整合多组学分析，在免疫检查点抑制剂诱导的心肌炎中鉴定出不同免疫特征，为诊断和治疗提供潜在靶点。Wed, 14 Oct 2026 20:03:48 GMTPapersA single-nucleus multiome map of the human cerebellum with Alzheimer’s disease and related dementiashttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9b29acf3830641f35caf5799/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9b29acf3830641f35caf5799/构建覆盖阿尔茨海默病及相关痴呆的人小脑单核多组学图谱，揭示疾病相关的细胞类型与调控变化。Wed, 14 Oct 2026 20:03:48 GMTPapersFrom ancient practice to modern innovation solving the clay mineral puzzle in brickmakinghttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-aebc1d47724767ad4edc76a1/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-aebc1d47724767ad4edc76a1/结合古法与现代研究解析制砖过程中黏土矿物的关键作用与演变机制。Wed, 14 Oct 2026 20:03:48 GMTPapersSpontaneous ferromagnetic Fe–La geminal atoms with spin and coordination modulation for acidic oxygen reductionhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-b1186ae161fadea4b7fb253b/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-b1186ae161fadea4b7fb253b/报道了可自发铁磁化的Fe–La双原子位点，通过自旋与配位调控促进酸性氧还原反应。Wed, 14 Oct 2026 20:03:48 GMTPapersHemispheric asymmetry in predicted range shifts of anti-tropical fish under future climate changehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-d4ea0e213370f5076e318a71/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-d4ea0e213370f5076e318a71/预测未来气候变化下反热带鱼类的分布范围迁移存在半球不对称性。Wed, 14 Oct 2026 20:03:48 GMTPapersShifting balance between habitat and climate in boreal biodiversity patterns across space, time and taxahttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e77a8d27c58ce74b48223a20/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e77a8d27c58ce74b48223a20/跨空间、时间和类群的分析表明，北方生物多样性格局中栖息地与气候的相对作用正在发生转变。Wed, 14 Oct 2026 20:03:48 GMTPapersFever enhances host bacterial defence while limiting mitochondrial damagehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-f382acad0a26f84a02b31443/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-f382acad0a26f84a02b31443/揭示发热通过增强宿主抗菌防御并限制线粒体损伤来提升细菌感染下的宿主保护。Wed, 14 Oct 2026 20:03:48 GMTPapersProgressive oxidative weathering raised sub-arc mantle fugacity on the Archaean Earthhttps://iheadwater.github.io/dailyinfo-web/papers/naturegeoscience-3a63b217ff39a431b9cb57d7/https://iheadwater.github.io/dailyinfo-web/papers/naturegeoscience-3a63b217ff39a431b9cb57d7/研究发现太古宙时期渐进式的氧化风化作用将氧化物质带入俯冲带，从而显著提高了弧下地幔的氧逸度，为早期地球地幔氧化与板块构造演化提供了新机制。Wed, 14 Oct 2026 20:03:48 GMTPapersAssessing green-growth and degrowth pathways through institutional regime feasibilityhttps://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-f6c1daaefdfc661844e88cf4/https://iheadwater.github.io/dailyinfo-web/papers/naturesustainability-f6c1daaefdfc661844e88cf4/该研究通过制度体制可行性评估绿色增长与去增长路径，揭示二者的可实施性取决于既有制度安排与政治条件，而非仅由技术或经济潜力决定，为可持续转型策略选择提供了政治经济学依据。Wed, 14 Oct 2026 20:03:48 GMTPapersWater science is more than papershttps://iheadwater.github.io/dailyinfo-web/papers/naturewater-6d83e0d99b17cd2e130bdf26/https://iheadwater.github.io/dailyinfo-web/papers/naturewater-6d83e0d99b17cd2e130bdf26/这篇社论强调，水科学的真正价值远不止发表论文，还应体现在解决实际水问题、影响政策决策、共享数据与参与社区等更广泛的贡献上。Wed, 14 Oct 2026 20:03:48 GMTPapersSeismic and tsunami hazard potential of the Negros–Sulu megathrust, Philippineshttps://iheadwater.github.io/dailyinfo-web/papers/nhess-991a332e276aac3d046de32a/https://iheadwater.github.io/dailyinfo-web/papers/nhess-991a332e276aac3d046de32a/研究评估了菲律宾内格罗斯—苏禄巨型逆冲断层的地震与海啸危险性，指出其具备产生大地震和区域性海啸的潜力，并强调需加强该断层带监测、海啸预警与防灾准备。Wed, 14 Oct 2026 20:03:48 GMTPapersCharacterisation and modelling of lightning strokes as point events in time and spacehttps://iheadwater.github.io/dailyinfo-web/papers/nhess-a7440af367d7cee83a9e1f11/https://iheadwater.github.io/dailyinfo-web/papers/nhess-a7440af367d7cee83a9e1f11/该研究将闪电回击表征为时空中的点事件，并建立相应模型以刻画其时空聚集、发生率与分布特征，为雷击风险评估和防护设计提供概率化基础。Wed, 14 Oct 2026 20:03:48 GMTPapersEvaluating multi-satellite VIIRS active fire observations as a burned area proxy across North Americahttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-80d9501e33cc43b62f368cc4/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-80d9501e33cc43b62f368cc4/系统评估了多卫星VIIRS活跃火观测在北美作为火烧迹地代理指标的性能与适用性。Wed, 14 Oct 2026 20:03:48 GMTPapersDivergent transpiration regulation among 20 urban tree species under extreme heat revealed by UAV multisource remote sensinghttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-98403edbfca7b5fe1c1efc27/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-98403edbfca7b5fe1c1efc27/利用无人机多源遥感揭示了极端高温下20种城市树木蒸腾调控存在显著分化。Wed, 14 Oct 2026 20:03:48 GMTPapersAdvanced characterization of the diurnal variations of aerosol optical and microphysical properties by SYREMIS/GRASP synergistic retrieval algorithm using observations from multiple spaceborne sensorshttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-faaa6717a30cb548cc1c40c9/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-faaa6717a30cb548cc1c40c9/基于多星载传感器观测的SYREMIS/GRASP协同反演算法精细刻画了气溶胶光学与微物理特性的日变化。Wed, 14 Oct 2026 20:03:48 GMTPapersPolyclonal breast milk–derived secretory IgA confers broad antiviral protection against multiple respiratory viruseshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-02990beff5b43289cf26b799/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-02990beff5b43289cf26b799/母乳来源的多克隆分泌型IgA可对多种呼吸道病毒提供广谱抗病毒保护。Wed, 14 Oct 2026 20:03:48 GMTPapersA fast and frugal Gaussian boson sampling emulatorhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-0f122babdbad4a9aed9a0022/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-0f122babdbad4a9aed9a0022/该研究提出一种快速且计算资源节约的高斯玻色采样模拟器，可在经典硬件上高效复现和验证量子采样结果。Wed, 14 Oct 2026 20:03:48 GMTPapersA transcriptional cofactor GRIP1 drives PPARγ DNA binding and p300-dependent enhancer activity during homeostatic macrophage polarizationhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-15079f3d591ad30506f7304c/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-15079f3d591ad30506f7304c/在巨噬细胞稳态极化过程中，转录辅因子GRIP1驱动PPARγ结合DNA并增强p300依赖的增强子活性，从而维持相关基因表达程序。Wed, 14 Oct 2026 20:03:48 GMTPapersSeabirds and native vegetation drive ecosystem processes that support atoll island resiliencehttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-16a1720f563c37eddc849918/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-16a1720f563c37eddc849918/研究发现海鸟和原生植被通过输入养分、稳定土壤等生态过程增强环礁岛屿抵御海平面上升和风暴侵蚀的恢复力。Wed, 14 Oct 2026 20:03:48 GMTPapersVitamin D binding protein in ventral CA3 of the hippocampus drives stress-induced depressionhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-181d073ed74615b9bcb0641f/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-181d073ed74615b9bcb0641f/海马腹侧CA3中的维生素D结合蛋白被鉴定为驱动应激诱导抑郁的关键因子，为抑郁症治疗提供了新靶点。Wed, 14 Oct 2026 20:03:48 GMTPapersComprehensive characterization of transposable element expression reveals regulatory circuitry and clinical implications in cancershttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-23159d228ff3086b948d502d/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-23159d228ff3086b948d502d/对癌症中转座子表达的全面表征揭示了其调控回路及临床意义。Wed, 14 Oct 2026 20:03:48 GMTPapersDivergent demographic responses to the Kikai-Akahoya volcanic catastrophe in mid-Holocene Japanhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-2c1a04470bede974abaab598/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-2c1a04470bede974abaab598/对日本中全新世人群的研究显示，鬼界-阿苏火山灾难后不同地区人群出现了分化的人口响应，有的急剧衰退或局部消失，有的较快恢复或发生迁入。Wed, 14 Oct 2026 20:03:48 GMTPapersSRF3 couples cellular iron homeostasis and defense responses through ubiquitin-dependent nano-organizationhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-2d8417f1791f711188db4407/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-2d8417f1791f711188db4407/SRF3 通过泛素依赖的纳米组织耦联细胞铁稳态与防御反应。Wed, 14 Oct 2026 20:03:48 GMTPapersRapid coral bleaching recovery via symbiont transfer from healthy coralshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-2e54a8031aac3e139af449b3/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-2e54a8031aac3e139af449b3/来自健康珊瑚的共生藻转移可促进白化珊瑚快速恢复，揭示了珊瑚白化恢复的共生机制。Wed, 14 Oct 2026 20:03:48 GMTPapersImmune biomarkers of response and resistance to ipilimumab and nivolumab in metastatic castration-resistant prostate cancerhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-3842dbd376619e427a6094dd/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-3842dbd376619e427a6094dd/研究鉴定出转移性去势抵抗性前列腺癌对伊匹木单抗联合纳武利尤单抗治疗应答与耐药的免疫生物标志物。Wed, 14 Oct 2026 20:03:48 GMTPapersBioinspired supramolecular thermistor for resolving subtle temperature variationshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-3ec2adcd7b17394b404f7887/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-3ec2adcd7b17394b404f7887/开发出仿生超分子热敏电阻，可高灵敏分辨细微温度变化。Wed, 14 Oct 2026 20:03:48 GMTPapersHighlights from an early base camp in Beringia 13,800 years ago: Shég’ Xdaltth’í’ and the Late Pleistocene peopling of Alaskahttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-422e439eb03b3eaebda49f46/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-422e439eb03b3eaebda49f46/报道约13800年前白令陆桥地区早期营地Shég’ Xdaltth’í’的考古发现，为晚更新世人类进入阿拉斯加及美洲提供关键证据。Wed, 14 Oct 2026 20:03:48 GMTPapersAn inspiration-off attractor supports the robust and flexible control of breathinghttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-44befa296ee493db750c451f/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-44befa296ee493db750c451f/识别出支持呼吸稳健且灵活控制的吸气关闭吸引子，解释呼吸节律如何兼顾稳定性与可调性。Wed, 14 Oct 2026 20:03:48 GMTPapersRadical-induced autoxidation dominates squalene oxidative aging under environmental conditionshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-451aa6b3f0c271a20b4a8363/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-451aa6b3f0c271a20b4a8363/证明在环境条件下自由基诱导的自氧化是角鲨烯氧化老化的主导机制。Wed, 14 Oct 2026 20:03:48 GMTPapersReversible Atlantic overturning despite continued Greenland ice sheet melthttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-4c1fb1cf6eefa264fb3aeb1c/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-4c1fb1cf6eefa264fb3aeb1c/研究表明尽管格陵兰冰盖持续融化，大西洋经向翻转环流仍具有可逆性。Wed, 14 Oct 2026 20:03:48 GMTPapersTIME FOR COFFEE coordinates phase separation and chromatin regulation for salt tolerancehttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-55c9b4b102de9c9c71f6a64a/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-55c9b4b102de9c9c71f6a64a/TIME FOR COFFEE蛋白通过协调相分离与染色质调控来增强植物耐盐性。Wed, 14 Oct 2026 20:03:48 GMTPapersIntegrative multi-omics reveals CUL4B as a modulator of macrophage pyroptosis and innate defense against Staphylococcus aureushttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-5861218793e7723abc4fee71/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-5861218793e7723abc4fee71/整合多组学发现CUL4B是巨噬细胞焦亡及机体抵御金黄色葡萄球菌天然免疫防御的关键调控因子。Wed, 14 Oct 2026 20:03:48 GMTPapersSpectral tuning and signaling of diverse and far red–sensitive rhodopsins in mantis shrimp eyeshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-59324ffce4e44d9cdfd1883a/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-59324ffce4e44d9cdfd1883a/揭示螳螂虾眼中多样化且远红敏感受光视蛋白的谱调谐机制及其信号传导方式。Wed, 14 Oct 2026 20:03:48 GMTPapersHow inequality became durable before states: Evidence from 6000 years in the Central Plain of Chinahttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-5edefbe6307e719646b0f583/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-5edefbe6307e719646b0f583/基于中国中原地区6000年考古证据，揭示国家出现前不平等已可通过世袭与网络机制长期固化。Wed, 14 Oct 2026 20:03:48 GMTPapersSPRIZ (CCDC127) protein conserved in deuterostome animals is a rigid OMM–IMM tether that locally sets mitochondrial IMS volumehttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-640ab5ade14b373d944a7165/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-640ab5ade14b373d944a7165/在后口动物中保守的SPRIZ（CCDC127）是一种刚性线粒体外膜-内膜连接蛋白，可局部设定线粒体膜间隙体积。Wed, 14 Oct 2026 20:03:48 GMTPapersThe network structure of the urban revolutionhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-6533c751b898cef22b241df3/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-6533c751b898cef22b241df3/通过网络科学分析早期城市聚落数据，揭示城市革命具有可识别的网络结构并可能由连接性增强驱动。Wed, 14 Oct 2026 20:03:48 GMTPapersA B1 SINE element within the mouse Malat1 long noncoding RNA acts as an internal ribosome entry site mediating micropeptide translationhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-6a331990744af67780dc440f/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-6a331990744af67780dc440f/发现小鼠Malat1长非编码RNA中的B1 SINE元件可作为内部核糖体进入位点，介导微肽翻译。Wed, 14 Oct 2026 20:03:48 GMTPapersSustainable solar water purification: Exploring the structural advantages of higher plantshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-72f63089419a8886b5a7102c/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-72f63089419a8886b5a7102c/借鉴高等植物的结构优势，探索可持续太阳能水净化的新设计策略。Wed, 14 Oct 2026 20:03:48 GMTPapersEmergent coherent-incoherent phonon crossover enables ultralow lattice thermal conductivity in 3D double perovskitehttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-77633475a02be4ff86b6c630/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-77633475a02be4ff86b6c630/三维双钙钛矿中声子由相干到非相干输运的跨接导致极低晶格热导率，为设计高效热电材料提供了微观机制。Wed, 14 Oct 2026 20:03:48 GMTPapersFrom scrap to prime: Designing high-performance alloys from dirty feedstocks with machine learninghttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-79cf33f7b69683f2de5b08e2/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-79cf33f7b69683f2de5b08e2/该研究利用机器学习从含杂质的废料原料中设计高性能合金，实现了从废钢到优质材料的转化。Wed, 14 Oct 2026 20:03:48 GMTPapersRising global population coexposure to heatwaves and landscape fire-sourced air pollutionhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-7df1b1fa674df0f361d2e741/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-7df1b1fa674df0f361d2e741/评估全球人口同时暴露于热浪和景观火灾源空气污染的风险，发现共暴露程度上升且区域差异显著。Wed, 14 Oct 2026 20:03:48 GMTPapersHumans experienced abrupt environmental changes at White Sands during the Last Glacial Maximumhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-822a02358c0fa4dbd1fa3fbe/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-822a02358c0fa4dbd1fa3fbe/研究发现，末次冰盛期人类在 White Sands 经历了急剧的环境变化。Wed, 14 Oct 2026 20:03:48 GMTPapersLocal control of Cre-regulated genetic modeling in vivo using wireless implantable optoelectronicshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-94406782c293ae8ec8b49bd0/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-94406782c293ae8ec8b49bd0/无线植入式光电子器件可在体内局部控制Cre依赖的遗传建模，实现精准的时空基因操作。Wed, 14 Oct 2026 20:03:48 GMTPapersA “Progenitor Cell Ark” hydrogel system for intervertebral disc regeneration via mitochondrial targeting and mitophagy enhancementhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-94fd300377a67e6eddf3d36a/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-94fd300377a67e6eddf3d36a/开发“祖细胞方舟”水凝胶系统，借助线粒体靶向与线粒体自噬增强促进椎间盘再生。Wed, 14 Oct 2026 20:03:48 GMTPapersBedrock erodibility governs transient erosion and CO2 release in alpine landscapeshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-9ec105057cd4236a6f4160a7/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-9ec105057cd4236a6f4160a7/研究揭示基岩可蚀性控制高山景观的瞬态侵蚀速率，并由此决定侵蚀过程中的CO2释放。Wed, 14 Oct 2026 20:03:48 GMTPapersPlasmonic metasurface microfluidic accelerates redox reactions for rapid phenotypic antibiotic susceptibility testinghttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-b12facacaa65ce17dcf35c4f/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-b12facacaa65ce17dcf35c4f/利用等离激元超表面微流控加速氧化还原反应，实现快速表型抗生素敏感性检测。Wed, 14 Oct 2026 20:03:48 GMTPapersDeep learning reveals ecological decoupling and rate heterogeneity in Hymenoptera wing evolutionhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-b27e12b38fcbd2511de0d37e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-b27e12b38fcbd2511de0d37e/深度学习揭示膜翅目昆虫翅膀演化中的生态解耦与演化速率异质性。Wed, 14 Oct 2026 20:03:48 GMTPapersLearning to infer transitively on a mental line in premotor cortexhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-b74e2f11dc9a85acebbb5bb3/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-b74e2f11dc9a85acebbb5bb3/猕猴前运动皮层神经活动呈现类似“心理数轴”的编码，支持通过传递性推理在未直接比较过的项目间建立次序关系。Wed, 14 Oct 2026 20:03:48 GMTPapersIce nucleation by kaolinite: Morphology shapes the size dependence of ice nucleation active sites on dust particleshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-bb21c818a3f5078a6867b059/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-bb21c818a3f5078a6867b059/高岭土的形态决定了粉尘颗粒上冰核活性位点随粒径变化的规律，从而影响其成冰能力。Wed, 14 Oct 2026 20:03:48 GMTPapersMaternal vaccination with capsular polysaccharide bioconjugates protects against murine Klebsiella pneumoniae neonatal sepsishttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c10dac29a9ce03a1a347e3df/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c10dac29a9ce03a1a347e3df/母源接种荚膜多糖生物偶联疫苗可保护小鼠新生儿免受肺炎克雷伯菌败血症。Wed, 14 Oct 2026 20:03:48 GMTPapersRewilding the atoll enginehttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c58641acba91dc8eb800d693/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-c58641acba91dc8eb800d693/提出通过再野化恢复环礁作为生态引擎的关键过程，以增强环礁生态系统的功能与恢复力。Wed, 14 Oct 2026 20:03:48 GMTPapersMitochondrial carbonic anhydrase–VB inhibition rescues brain endothelial stress and memory in Alzheimer’s disease modelshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-cc4ffe65648bf7bd8e15b4a9/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-cc4ffe65648bf7bd8e15b4a9/抑制线粒体碳酸酐酶VB可缓解阿尔茨海默病模型中的脑内皮应激并改善记忆，提示靶向线粒体代谢或pH调控的治疗潜力。Wed, 14 Oct 2026 20:03:48 GMTPapersMacrophage- or neutrophil-expressed UPP1 drives tumor growth and immune suppression in the tumor microenvironmenthttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-cd103b6a614c69638a8651de/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-cd103b6a614c69638a8651de/巨噬细胞或中性粒细胞表达的UPP1通过代谢重编程促进肿瘤生长并抑制抗肿瘤免疫，是肿瘤微环境的潜在治疗靶点。Wed, 14 Oct 2026 20:03:48 GMTPapersBisulfate-mediated selective methane oxidation under mild aqueous conditionshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d113175d80c4531449399449/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d113175d80c4531449399449/硫酸氢盐介导可在温和水相条件下选择性氧化甲烷，为温和条件下甲烷增值转化提供了新路线。Wed, 14 Oct 2026 20:03:48 GMTPapersNanoconfinement-cooperated catalysis enables rapid tandem redox kinetics for wide-temperature lithium-sulfur batterieshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d12591ae3e8618d2a37b0954/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d12591ae3e8618d2a37b0954/纳米限域协同催化实现快速串联氧化还原动力学，使锂硫电池在宽温域内具备高容量和稳定循环性能。Wed, 14 Oct 2026 20:03:48 GMTPapersUltrasound-driven electronically programmable microbubbleshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d35a40d7caef205b455555a7/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d35a40d7caef205b455555a7/开发出可由超声驱动并进行电子编程的微气泡平台，实现对微气泡行为与功能的按需调控。Wed, 14 Oct 2026 20:03:48 GMTPapersShég’ Xdaltth’í’ and the enduring value of old ideashttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d6ec2ae233ff390ee5027c7a/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d6ec2ae233ff390ee5027c7a/文章以 Shég’ Xdaltth’í’ 为例，论证旧有思想或传统知识在当代仍具持久价值。Wed, 14 Oct 2026 20:03:48 GMTPapersPhotomapping electrically coupled networks of the mature thalamus and cortexhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d8b384a0666e8b0baf1ffaef/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-d8b384a0666e8b0baf1ffaef/利用光电映射绘制成熟丘脑与皮层之间的电耦合网络，揭示其精细连接与同步特征。Wed, 14 Oct 2026 20:03:48 GMTPapersDeep hydrous melting of the mantle wedge recorded by Mg isotopeshttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-efbb48f77f44a1c7ee05d79e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-efbb48f77f44a1c7ee05d79e/镁同位素记录揭示了地幔楔深部含水熔融过程。Wed, 14 Oct 2026 20:03:48 GMTPapersRemote allosteric control of single-atom Cu sites in Zr-MOFs enables selective CH4 hydroxylationhttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-f83b82b174f7b5e38f46d227/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-f83b82b174f7b5e38f46d227/通过远程变构调控 Zr-MOFs 中单原子 Cu 位点，实现甲烷的选择性羟基化。Wed, 14 Oct 2026 20:03:48 GMTPapersGlobal conservation additionality hindered by persisting fishing pressure in marine protected areashttps://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-f9b4687280fdcc91066c280e/https://iheadwater.github.io/dailyinfo-web/papers/scienceadvances-f9b4687280fdcc91066c280e/研究发现海洋保护区内持续存在的捕捞压力削弱了全球海洋保护的额外性，使保护成效未能显著超过未保护区域。Wed, 14 Oct 2026 20:03:48 GMTPapersTrump takes credit for a new ‘golden age’ of U.S. sciencehttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-025f4ff792057f53d40af6e6/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-025f4ff792057f53d40af6e6/特朗普将美国科学的新“黄金时代”归功于自己，引发对其科学政策实际贡献的讨论。Wed, 14 Oct 2026 20:03:48 GMTPapersAI edges closer to solving the Riemann hypothesis, one of math’s hardest problemshttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-3b47193d7ccba649fb6ca9c0/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-3b47193d7ccba649fb6ca9c0/AI 正更接近解决数学最难问题之一的黎曼猜想，显示出人工智能在基础数学中的潜力。Wed, 14 Oct 2026 20:03:48 GMTPapersCan predictive tools tell us who really needs antidepressants?https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-71084f72bd9a83232fb715eb/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-71084f72bd9a83232fb715eb/预测工具能否识别真正需要抗抑郁药的患者，从而推动更精准的处方决策并减少不必要的用药。Wed, 14 Oct 2026 20:03:48 GMTPapersCoral can heal rapidly from bleaching—if it touches a clonehttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-7bf62f1e91b06212ba95d6d2/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-7bf62f1e91b06212ba95d6d2/研究发现珊瑚若接触克隆体便能从白化中快速恢复，为珊瑚礁修复提供了新思路。Wed, 14 Oct 2026 20:03:48 GMTPapersOpenAI just changed math forever. Exactly how, no one yet knowshttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-a2c560485748e5b4e74b0993/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-a2c560485748e5b4e74b0993/OpenAI 可能已永久改变数学研究，但其具体突破方式和影响目前仍无人清楚。Wed, 14 Oct 2026 20:03:48 GMTPapersThis year’s ‘super’ El Niño could wreak ecological havoc worldwidehttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-cacf29f4197701838c057fb5/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-cacf29f4197701838c057fb5/今年的“超级”厄尔尼诺可能在全球引发严重生态破坏，威胁海洋、森林和野生动物。Wed, 14 Oct 2026 20:03:48 GMTPapersMountaintop microwave observatory will peer into the infant universehttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-fcb4560928d02ecae3d4d90f/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-fcb4560928d02ecae3d4d90f/一座山顶微波天文台将观测宇宙微波背景，帮助揭示婴儿宇宙时期的秘密。Wed, 14 Oct 2026 20:03:48 GMTPapersDigitalization of the genotypic and phenotypic information retained within the FEM grapevine germplasm bankhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-076e6d0da7e267cbf31fc485/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-076e6d0da7e267cbf31fc485/该数据集数字化整合了FEM葡萄种质库中保存的基因型与表型信息，为葡萄种质资源鉴定、遗传多样性分析和育种利用提供了可检索的数据基础。Wed, 14 Oct 2026 20:03:48 GMTPapersA dataset of small-scale coal waste dumps in Shanxi Province, China from high-resolution satellite imageshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-16f340dccf848da3f643bd78/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-16f340dccf848da3f643bd78/该数据集基于高分辨率卫星影像构建了山西省小规模煤矸石堆分布样本，为矿区固废遥感监测与生态修复提供数据基础。Wed, 14 Oct 2026 20:03:48 GMTPapersThe Encanto Neighborhood Field Experiments Dataset: Land–Atmosphere Interactions in Urban Phoenixhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-36b46b50618c20801a6e464a/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-36b46b50618c20801a6e464a/该研究发布了Phoenix城市Encanto社区陆气相互作用野外观测试验数据集，为城市热岛、能量平衡和局地气候模拟提供观测依据。Wed, 14 Oct 2026 20:03:48 GMTPapersTelomere-to-telomere (T2T), gap-free assembly of male and female golden pompano (Trachinotus ovatus) reference genomeshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-432963278b4b72bbe80ffbcf/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-432963278b4b72bbe80ffbcf/该研究提供了雌雄金鲳鱼的无间隙端粒到端粒（T2T）参考基因组，为比较基因组学、性别决定机制和育种研究提供高完整度资源。Wed, 14 Oct 2026 20:03:48 GMTPapersA precomputed atlas of protein structural and sequence similarityhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-4a5cb44275b78d2325c6a51b/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-4a5cb44275b78d2325c6a51b/该研究构建了预计算的蛋白质结构与序列相似性图谱，可加速蛋白功能注释、同源搜索和结构比较研究。Wed, 14 Oct 2026 20:03:48 GMTPapersChromosome-level genome assembly of the sap-feeding beetle <i>Amphicrossus lewisi</i> (Coleoptera: Nitidulidae)https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-51e3bb68b5b7a8544b6ea425/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-51e3bb68b5b7a8544b6ea425/该研究完成了吸汁甲虫Amphicrossus lewisi的染色体水平基因组组装，为揭示该物种及硝甲科食性适应和进化机制提供高质量基因组资源。Wed, 14 Oct 2026 20:03:48 GMTPapersA national 30-m crop yield dataset for major staple crops in China for 2024https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-7e77d8084fe67e50d8e282e7/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-7e77d8084fe67e50d8e282e7/该研究发布了2024年中国主要粮食作物30米分辨率全国产量数据集，为粮食安全监测、农业管理和区域评估提供高时空分辨率数据。Wed, 14 Oct 2026 20:03:48 GMTPapersA chromosome-level genome assembly of the Asiatic black bear (<i>Ursus thibetanus</i>)https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-7ed1b5d43f18bde88bb96da5/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-7ed1b5d43f18bde88bb96da5/该研究发布了亚洲黑熊（Ursus thibetanus）染色体水平基因组组装，为保护遗传学、种群历史和适应性进化研究提供参考基因组。Wed, 14 Oct 2026 20:03:48 GMTPapersLarge language models accelerate dataset screening for meta-analysis in biomedical data repositorieshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-84451409c5dd5477b27621a5/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-84451409c5dd5477b27621a5/该研究证明大语言模型可加速生物医学数据仓储中Meta分析所需数据集的筛选流程，提升证据合成中的数据发现效率。Wed, 14 Oct 2026 20:03:48 GMTPapersTranscriptomic and phenotypic data from patient-derived astrocytes in sporadic Alzheimer’s diseasehttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-92c390ee1dbc2b042197204a/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-92c390ee1dbc2b042197204a/该研究公开了散发性阿尔茨海默病患者来源星形胶质细胞的转录组与表型数据，为揭示星形胶质细胞在AD病理中的作用提供资源。Wed, 14 Oct 2026 20:03:48 GMTPapersA Simultaneous EEG-fNIRS Dataset for Multi-class Visual Imagery Classificationhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-a2fdd283d4f91bf541998b73/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-a2fdd283d4f91bf541998b73/该研究发布了用于多类视觉想象分类的同步EEG-fNIRS数据集，提供多模态脑信号与类别标签，支持视觉想象解码和脑机接口研究。Wed, 14 Oct 2026 20:03:48 GMTPapersStitchingNet-Seg: a semantic segmentation dataset of industrial sewing stitch defectshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-bc111543f22263973c174ce7/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-bc111543f22263973c174ce7/该研究构建了工业缝纫线迹缺陷语义分割数据集StitchingNet-Seg，提供像素级缺陷标注，可支持缝纫质量自动检测与分割算法评测。Wed, 14 Oct 2026 20:03:48 GMTPapersChromosome-level genome assembly and annotation of <i>Lycodon rosozonatus</i>https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-c0e6993707fe5437912f1642/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-c0e6993707fe5437912f1642/该研究发布了Lycodon rosozonatus染色体水平基因组组装及注释，为蛇类进化、适应性性状和食性研究提供基因组资源。Wed, 14 Oct 2026 20:03:48 GMTPapersChromosome-level genome assembly of the taeniid cestode <i>Echinococcus multilocularis</i>https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-c911ec6231a1a8756036facd/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-c911ec6231a1a8756036facd/该研究发布了多房棘球绦虫染色体水平基因组组装，为解析其寄生适应、致病机制和防控靶点提供高质量参考。Wed, 14 Oct 2026 20:03:48 GMTPapersNear telomere-to-telomere reference genome assembly of <i>Megacarpaea megalocarpa</i> (Brassicaceae)https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-cc3a5a3a0900e758b7326f83/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-cc3a5a3a0900e758b7326f83/该研究完成了近端粒到端粒的Megacarpaea megalocarpa参考基因组组装，为十字花科比较基因组和适应性进化研究提供高质量资源。Wed, 14 Oct 2026 20:03:48 GMTPapersA targeted lipidomic dataset of <i>Tenebrio molitor</i> larvae fed diets with different protein levelshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-e75f98371d4e54775d3c5fc9/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-e75f98371d4e54775d3c5fc9/该研究提供了不同蛋白水平饲料饲喂的黄粉虫幼虫靶向脂质组数据集，揭示膳食蛋白对昆虫脂质组成的影响并支持营养代谢研究。Wed, 14 Oct 2026 20:03:48 GMTPapersA global 0.1-degree gridded dataset of single and compound temperature and precipitation extremes from 1950 to 2025https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-f8df25f8f6872aa9940c6092/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-f8df25f8f6872aa9940c6092/该研究发布了1950—2025年全球0.1°格点的单一与复合温度及降水极端事件数据集，为高分辨率气候变化极端事件监测和影响评估提供数据支撑。Wed, 14 Oct 2026 20:03:48 GMTPapersLight-driven algal-bacterial granular sludge enables high-rate anammox for mature landfill leachate treatmenthttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-40d0d11048dd2de7135c65e5/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-40d0d11048dd2de7135c65e5/光驱动的藻-细菌颗粒污泥可支撑高速率厌氧氨氧化，为成熟垃圾渗滤液处理提供了新路径。Wed, 14 Oct 2026 20:03:48 GMTPapersSoluble Mn(III) drives the oxidative polymerization of phenolics into toxic dissolved oligomershttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-6f443b25807fb85ece64d40e/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-6f443b25807fb85ece64d40e/研究揭示可溶性Mn(III)能驱动酚类发生氧化聚合，生成有毒的可溶性低聚物。Wed, 14 Oct 2026 20:03:48 GMTPapersHydrocyclones in wastewater treatment: evolving from particle separation to biological process regulationhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-77db610d3bac4d2c794fad7d/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-77db610d3bac4d2c794fad7d/该综述梳理了水旋流器在废水处理中的应用演进，指出其功能正从单纯的颗粒分离拓展为对生物处理过程的调控。Wed, 14 Oct 2026 20:03:48 GMTPapersAntioxidant-producing extremophile regulates gut microbiota of black soldier fly larvae to inhibit conjugative transfer mediated by plasmids in municipal sludgehttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-ba1ba5ae5a3e7abf8199b808/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-ba1ba5ae5a3e7abf8199b808/研究发现产抗氧化剂的极端微生物可通过调控黑水虻幼虫肠道菌群，抑制城市污泥中质粒介导的接合转移。Wed, 14 Oct 2026 20:03:48 GMTPapersA 3D‐Based Method for Flood Depth Estimation From Social Media Imageshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-0e44ee429972a1e4986d9abd/https://iheadwater.github.io/dailyinfo-web/papers/wrr-0e44ee429972a1e4986d9abd/该研究提出一种基于三维重建的洪水深度估计方法，通过将社交媒体洪水照片与三维场景模型配准，从单视角图像中反演出淹没水深，突破了传统二维图像方法仅能识别淹没范围的局限。Wed, 14 Oct 2026 20:03:48 GMTPapersWatershed Characteristics Modulate the Global Response of Fractional Evapotranspiration to Wet Climate Extremeshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-175ab1dc8610df0e49440fc1/https://iheadwater.github.io/dailyinfo-web/papers/wrr-175ab1dc8610df0e49440fc1/基于全球尺度分析，该研究发现湿极端气候事件下蒸散占可用能量的比例（分数蒸散）的响应方向和强度显著受流域特征（如气候干旱度、植被与地形条件）调制，从而解释了不同流域间响应差异的来源。Wed, 14 Oct 2026 20:03:48 GMTPapersrust-lang/rusthttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-1886b928bb8f7f8a8b655a83/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-1886b928bb8f7f8a8b655a83/赋能所有人构建可靠且高效软件的编程语言与工具链。Wed, 14 Oct 2026 19:49:42 GMTCodeK-Dense-AI/scientific-agent-skillshttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-240f40c9fcacb226031e4782/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-240f40c9fcacb226031e4782/让任意 AI Agent 变身 AI 科学家，提供 177 个经验证的科研技能和 100+ 科学数据库，覆盖生物、化学、医学与药物发现。Wed, 14 Oct 2026 19:49:42 GMTCodevxcontrol/pentagihttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-3aa12710256a8b6a9197ea52/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-3aa12710256a8b6a9197ea52/全自主 AI 代理系统，可执行复杂渗透测试任务，实现自动化安全评估。Wed, 14 Oct 2026 19:49:42 GMTCodeNationalSecurityAgency/ghidrahttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-5a937d7a5d853e7625d0c35e/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-5a937d7a5d853e7625d0c35e/美国国家安全局开源的软件逆向工程框架，用于反汇编、反编译与二进制分析。Wed, 14 Oct 2026 19:49:42 GMTCodeHKUDS/CLI-Anythinghttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-63820679f2ae8987a759347b/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-63820679f2ae8987a759347b/让所有软件具备 Agent 原生能力的 CLI-Hub/框架，通过 CLI 将软件接入智能体生态。Wed, 14 Oct 2026 19:49:42 GMTCodenvm-sh/nvmhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-6bce85486c9fd664b9c764d9/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-6bce85486c9fd664b9c764d9/POSIX 兼容的 Node.js 版本管理器，用 Bash 脚本在多个 Node 版本间灵活切换。Wed, 14 Oct 2026 19:49:42 GMTCodeifixai-ai/iFixAihttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-950efdfe585f0cec77be80a2/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-950efdfe585f0cec77be80a2/面向 AI 代理的独立审计工具，可由人或代理自身运行，在 120 秒内判断代理是否按预期执行。Wed, 14 Oct 2026 19:49:42 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GMTResource重庆市华翌智能装备有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0807ab967c471e412b47e982/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0807ab967c471e412b47e982/重庆市华翌智能装备有限公司2027年校园招聘，截止2027-04-10Wed, 14 Oct 2026 19:31:56 GMTResource重庆芯联微电子有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-080fa7eb29f7effb932ec452/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-080fa7eb29f7effb932ec452/重庆芯联微电子有限公司2027年校园招聘，截止2027-04-12Wed, 14 Oct 2026 19:31:56 GMTResource中联重科股份2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0ab00943fa5f571f82832489/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0ab00943fa5f571f82832489/中联重科股份2027年校园招聘，截止2027-04-12Wed, 14 Oct 2026 19:31:56 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GMTResource重庆农村商业银行股份有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-984e86443b20833964688800/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-984e86443b20833964688800/重庆农村商业银行2027年校园招聘，截止2026-11-06Wed, 14 Oct 2026 19:31:56 GMTResource中国电科 蚌埠依爱消防电子有限责任公司 2027年招聘简章https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-9a1268d5f2d79d9e5cfa2463/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-9a1268d5f2d79d9e5cfa2463/中国电科蚌埠依爱消防电子有限责任公司2027年招聘，截止2027-04-12Wed, 14 Oct 2026 19:31:56 GMTResource【绿盟科技】2027届校园招聘正式启动https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-9b50a041b406894f5009a659/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-9b50a041b406894f5009a659/绿盟科技2027届校园招聘启动，截止2026-12-31Wed, 14 Oct 2026 19:31:56 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GMTResource内蒙古自治区水利水电勘测设计院有限公司2027年校园招聘简章https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-d766b3fc5ffef8e719fb993b/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-d766b3fc5ffef8e719fb993b/内蒙古自治区水利水电勘测设计院有限公司2027年校园招聘，截止2027-04-14Wed, 14 Oct 2026 19:31:56 GMTResource保利集团2027届校园招聘 暨保利集团启航计划管培生项目校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-dd7b77d0d4d6e15c0b27608c/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-dd7b77d0d4d6e15c0b27608c/保利集团2027届校园招聘暨启航计划管培生项目，截止2026-12-31Wed, 14 Oct 2026 19:31:56 GMTResource辽宁跨克石油装备有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-e1697800adc1d8988daed8c6/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-e1697800adc1d8988daed8c6/辽宁跨克石油装备有限公司2027年校园招聘，截止2027-04-11Wed, 14 Oct 2026 19:31:56 GMTResource中外运集装箱运输有限公司辽宁分公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-e71dbeb9bc209042f4fcd697/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-e71dbeb9bc209042f4fcd697/中外运集装箱运输有限公司辽宁分公司2027年校园招聘，截止2027-04-12Wed, 14 Oct 2026 19:31:56 GMTResource智慧通服 浙里启航 | 中国通信服务浙江公司2027校园招聘正式启动！https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ee271e4d160c0b7293744fa0/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ee271e4d160c0b7293744fa0/中国通信服务浙江公司2027校园招聘（智慧通服 浙里启航），截止2026-11-30Wed, 14 Oct 2026 19:31:56 GMTResource中石化广州工程有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ef1b4e4ab81fb197b6beffc6/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ef1b4e4ab81fb197b6beffc6/中石化广州工程有限公司2027年校园招聘，截止2026-10-28Wed, 14 Oct 2026 19:31:56 GMTResource中国平安财产保险股份有限公司深圳分公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f3bc8135befdb5f18c8df2cd/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f3bc8135befdb5f18c8df2cd/中国平安财产保险深圳分公司2027年校园招聘，截止2027-04-11Wed, 14 Oct 2026 19:31:56 GMTResource青岛东海药业有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f3e98740664ede40232d3a88/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f3e98740664ede40232d3a88/青岛东海药业有限公司2027年校园招聘，截止2027-04-10Wed, 14 Oct 2026 19:31:56 GMTResource​​​​​中国电子科技集团公司第十研究所 2027 届秋季校园招聘简章https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f534b838ee86b8b9f3c28bcc/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-f534b838ee86b8b9f3c28bcc/中国电子科技集团公司第十研究所2027届秋季校园招聘，截止2027-02-11Wed, 14 Oct 2026 19:31:56 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Intelligence Index 为 56、Wonder 为 52，均高于 Muse Spark 1.3 的 48，但 Opus 5.5 以 58 领先，且 Wonder Full 在 Terminal-Bench、GDPval、AA-Briefcase 等 agen…Tue, 13 Oct 2026 23:57:54 GMTAI NewsMaximum pumping in head-controlled reclaimed coastal aquifers: effects of horizontal heterogeneity and areal rechargehttps://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-1cb8b656a31888cc93eaf094/https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-1cb8b656a31888cc93eaf094/该研究揭示了水平非均质性与面状补给如何共同控制水头控制型复垦海岸含水层的最大抽水量，为评估这类含水层的可持续开采上限提供了定量依据。Tue, 13 Oct 2026 20:02:47 GMTPapersInterpretable pressure-dependent permeability modeling for confined gas transport in complex nano-porous mediahttps://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-5a1b7c5fa7f646ca455865d0/https://iheadwater.github.io/dailyinfo-web/papers/advanceswaterresources-5a1b7c5fa7f646ca455865d0/该研究提出了面向复杂纳米孔隙介质中受限气体输运的可解释压力依赖渗透率模型，在刻画压力变化对渗透率非线性影响的同时增强了模型机理可解释性。Tue, 13 Oct 2026 20:02:47 GMTPapersFingerprint Evidence for Human Effects on Climate: Advances After the 2009 Endangerment Findinghttps://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-c0b29fcbdd497d69dba11112/https://iheadwater.github.io/dailyinfo-web/papers/earthsfuture-c0b29fcbdd497d69dba11112/该综述梳理了2009年“危害认定”以来气候指纹检测与归因研究的进展，表明人类活动对全球变暖及极端气候等多变量指标的影响已被更强有力地识别和归因，为气候政策与法律行动提供了更坚实的科学依据。Tue, 13 Oct 2026 20:02:47 GMTPapersA nested hydrodynamic modeling approach to inform artificial reef design in the Great Lakeshttps://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-7a13593647f7bbc74ca1a4b2/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-7a13593647f7bbc74ca1a4b2/该研究提出嵌套水动力建模方法，用于评估人工鱼礁设计对五大湖水动力环境的影响，从而为礁体选址与结构优化提供科学依据。Tue, 13 Oct 2026 20:02:47 GMTPapersFourteen reusable building blocks (RBBs) for representing decision-making in agent-based models: a compilation on AGENTBLOCKS providing practical guidance and ways forwardhttps://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-a27276171c74ff056fcb8f9c/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-a27276171c74ff056fcb8f9c/该文汇编了AGENTBLOCKS中14个用于在主体基模型中表示决策的可复用构建模块，为实践者提供标准化组件、实用指南和未来发展方向。Tue, 13 Oct 2026 20:02:47 GMTPapersSlideMapper: a Google Earth Engine-based web application for semi-automatic landslide mapping using Sentinel-2 imageryhttps://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-c0766b014eb1b01598a517a3/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-c0766b014eb1b01598a517a3/该研究开发了基于Google Earth Engine和Sentinel-2影像的半自动滑坡制图Web应用SlideMapper，提升了滑坡快速识别与制图的可及性和效率。Tue, 13 Oct 2026 20:02:47 GMTPapersSupporting strategic decisions for coastal watersheds in crisis: A system dynamics model for socio-ecological sustainability.https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-e57e3fb1562876a15a8b6adf/https://iheadwater.github.io/dailyinfo-web/papers/environmodellingsoftware-e57e3fb1562876a15a8b6adf/该研究构建了面向危机情景下海岸流域战略决策的系统动力学模型，以支持社会-生态可持续性评估与权衡。Tue, 13 Oct 2026 20:02:47 GMTPapersHigh-quality remote sensing reflectance products over China and US coasthttps://iheadwater.github.io/dailyinfo-web/papers/essd-676f74171b6ab5d52b65a646/https://iheadwater.github.io/dailyinfo-web/papers/essd-676f74171b6ab5d52b65a646/生成了中国和美国海岸带高质量遥感反射率产品，显著提升复杂近岸水体的水色遥感数据质量与可用性。Tue, 13 Oct 2026 20:02:47 GMTPapersHaNi-Crop: A Harmonized and Gridded Global Dataset of Crop-Specific Nitrogen Inputs from Nitrogen Fertilizer and Manurehttps://iheadwater.github.io/dailyinfo-web/papers/essd-b8d7eb8008b352c909de856f/https://iheadwater.github.io/dailyinfo-web/papers/essd-b8d7eb8008b352c909de856f/构建了全球统一网格化、分作物的化肥与粪肥氮输入数据集 HaNi-Crop，为农业氮循环、温室气体排放和水质研究提供高分辨率基础数据。Tue, 13 Oct 2026 20:02:47 GMTPapersEnhancing the advection module performance in the EPICC-Model V1.6.0 via GPU-HADVPPM4HIP V1.0 coupling and GPU-optimized strategieshttps://iheadwater.github.io/dailyinfo-web/papers/gmd-1113f426f2d77c1c9d5eb986/https://iheadwater.github.io/dailyinfo-web/papers/gmd-1113f426f2d77c1c9d5eb986/通过耦合GPU-HADVPPM4HIP V1.0并采用GPU优化策略，研究显著提升了EPICC-Model V1.6.0平流模块的计算性能，为高效地球系统建模提供了新方案。Tue, 13 Oct 2026 20:02:47 GMTPapersPhysics vs. AI in weather prediction: evaluating GraphCast, AIFS, and FuXi against an observation-corrected WRF model for flash floodshttps://iheadwater.github.io/dailyinfo-web/papers/gmd-3117e10579c811548c94703f/https://iheadwater.github.io/dailyinfo-web/papers/gmd-3117e10579c811548c94703f/研究将GraphCast、AIFS和FuXi等AI天气预报模型与经观测校正的WRF模型进行对比，评估其在山洪预报中的表现并揭示物理模型与AI模型在极端降水预报上的差异与优劣。Tue, 13 Oct 2026 20:02:47 GMTPapersHigh-performance geodynamics on GPUs using the PETSc CUDA backend (GAUZZ v1.0.0)https://iheadwater.github.io/dailyinfo-web/papers/gmd-7791fd959a5b3a22a57ccfc8/https://iheadwater.github.io/dailyinfo-web/papers/gmd-7791fd959a5b3a22a57ccfc8/研究提出并验证了基于PETSc CUDA后端的GPU加速地球动力学求解器GAUZZ v1.0.0，实现了大规模地球动力学模拟的高性能计算。Tue, 13 Oct 2026 20:02:47 GMTPapersAssessment of an updated polar stratospheric cloud parameterisation for the UK Earth System Model (UKESM1.1) within the UK Met Office Unified Model (v13.9) using CALIOP and MLS observationshttps://iheadwater.github.io/dailyinfo-web/papers/gmd-7b4a28d773bc22d620aae052/https://iheadwater.github.io/dailyinfo-web/papers/gmd-7b4a28d773bc22d620aae052/研究利用CALIOP和MLS卫星观测评估UKESM1.1/UK Met Office Unified Model v13.9中更新后的极地平流层云参数化方案，揭示其改进效果及对极地平流层云模拟的意义。Tue, 13 Oct 2026 20:02:47 GMTPapersTechnical note: A physically based correction of WRF temperature using atmospheric lapse rates for high-resolution hydrological simulations in a glacierized catchmenthttps://iheadwater.github.io/dailyinfo-web/papers/hess-0b9612549ae5d4fd1e79e5ed/https://iheadwater.github.io/dailyinfo-web/papers/hess-0b9612549ae5d4fd1e79e5ed/该技术说明提出了一种利用大气温度递减率对WRF气温进行物理校正的方法，可有效减小冰川流域高分辨率水文模拟中的气温偏差并提升冰雪融水与径流模拟精度。Tue, 13 Oct 2026 20:02:47 GMTPapersAn Online Moisture Tagging Framework for Detrainment of Convective Hydrometeors and Associated Precipitation in Convection‐Permitting Modelshttps://iheadwater.github.io/dailyinfo-web/papers/james-20fa4b70ba388693ffba44ba/https://iheadwater.github.io/dailyinfo-web/papers/james-20fa4b70ba388693ffba44ba/该研究提出了一种面向对流可分辨模式的在线水汽追踪框架，可量化对流性水凝物从云中脱离及其相关降水的水汽来源，从而为对流卷出对降水的水汽供应和源区归因提供新工具。Tue, 13 Oct 2026 20:02:47 GMTPapersPerturbation of dissolved organic matter reactivity by tributary inflows in a large reservoir unveiled by reactomics and explainable machine learninghttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-09c37302916ee5cb68b10cff/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-09c37302916ee5cb68b10cff/结合反应组学与可解释机器学习，揭示支流输入会扰动大型水库中溶解性有机质的反应性。Tue, 13 Oct 2026 20:02:47 GMTPapersHydrogeological controls on radial collector well intake: interactions among aquifer properties, clogging, and lateral hydraulicshttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-3fc7427fd1e1f0705f1bd1aa/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-3fc7427fd1e1f0705f1bd1aa/阐明含水层性质、堵塞与侧向水动力之间的相互作用共同控制辐射集水井的取水能力。Tue, 13 Oct 2026 20:02:47 GMTPapersExtreme basin-scale flood-dry events induce dramatic alterations in water–sediment dynamics within the Yangtze Estuaryhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-46d20bbee6310c1489c34acb/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-46d20bbee6310c1489c34acb/研究表明极端流域尺度洪旱事件导致长江口水沙动力过程发生剧烈改变。Tue, 13 Oct 2026 20:02:47 GMTPapersStage-specific water-quality reorganization and spatially differentiated risks during snowmelt in an arid urban riverhttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-5efc03934a9691598940e25b/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-5efc03934a9691598940e25b/研究发现干旱城市河流融雪期水质随融雪阶段发生重组，并呈现出空间分异的污染风险。Tue, 13 Oct 2026 20:02:47 GMTPapersNitrate attenuation regulated by hydrofacies mean length in heterogeneous riparian aquifershttps://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-adee0800e5a7ec156ac464fa/https://iheadwater.github.io/dailyinfo-web/papers/journalhydrology-adee0800e5a7ec156ac464fa/发现非均质河岸含水层中硝酸盐衰减受水文相平均长度调控。Tue, 13 Oct 2026 20:02:47 GMTPapersIn the AI era, coding means thinking like a systems architecthttps://iheadwater.github.io/dailyinfo-web/papers/nature-0126b82094ad5a71e87a820a/https://iheadwater.github.io/dailyinfo-web/papers/nature-0126b82094ad5a71e87a820a/AI时代编程的核心转变是从单纯写代码转向像系统架构师一样进行整体设计、权衡与集成。Tue, 13 Oct 2026 20:02:47 GMTPapersA mysterious jelly seems to be left behind by toadshttps://iheadwater.github.io/dailyinfo-web/papers/nature-11c8826c659a51c7dac287a3/https://iheadwater.github.io/dailyinfo-web/papers/nature-11c8826c659a51c7dac287a3/研究人员发现蟾蜍似乎会留下一种神秘胶状物，其来源和生态意义仍待解。Tue, 13 Oct 2026 20:02:47 GMTPapersWhistleblowing in universities is ‘extraordinarily risky’: stronger protections are neededhttps://iheadwater.github.io/dailyinfo-web/papers/nature-167315f416969688b9a64c81/https://iheadwater.github.io/dailyinfo-web/papers/nature-167315f416969688b9a64c81/大学内部举报人面临极高风险，亟需更强制度保护以免遭报复并维护研究诚信。Tue, 13 Oct 2026 20:02:47 GMTPapersDiversify Nobel-prize nominations before it’s too latehttps://iheadwater.github.io/dailyinfo-web/papers/nature-21a1daa8d666c62738cf239d/https://iheadwater.github.io/dailyinfo-web/papers/nature-21a1daa8d666c62738cf239d/文章呼吁诺贝尔奖提名应尽快多元化，以免因提名者同质化和偏见导致重要发现被长期忽视。Tue, 13 Oct 2026 20:02:47 GMTPapersDaily briefing: Visit a huge climate experiment in the Amazon rainforesthttps://iheadwater.github.io/dailyinfo-web/papers/nature-277c8cd860d7ec8841240765/https://iheadwater.github.io/dailyinfo-web/papers/nature-277c8cd860d7ec8841240765/每日简报介绍亚马逊雨林中一项大型气候实验，展示科学家如何评估雨林对气候变化的响应与反馈。Tue, 13 Oct 2026 20:02:47 GMTPapersDecentralized AI needs more evidence on energy usehttps://iheadwater.github.io/dailyinfo-web/papers/nature-522e85343ce19e46ddc2c72e/https://iheadwater.github.io/dailyinfo-web/papers/nature-522e85343ce19e46ddc2c72e/去中心化AI的能耗主张缺乏充分证据，亟需统一测量方法和透明报告来评估其真实能源影响。Tue, 13 Oct 2026 20:02:47 GMTPapersAuthor Correction: Parkinson’s disease as a somato-cognitive action network disorderhttps://iheadwater.github.io/dailyinfo-web/papers/nature-53a0b05c5addd704c32d5ab9/https://iheadwater.github.io/dailyinfo-web/papers/nature-53a0b05c5addd704c32d5ab9/对将帕金森病视为躯体-认知行动网络障碍的原始论文发布作者更正，涉及原文部分内容的修正。Tue, 13 Oct 2026 20:02:47 GMTPapersDaily briefing: Rogue ‘jumping genes’ age bigs dogs faster than little oneshttps://iheadwater.github.io/dailyinfo-web/papers/nature-8257ea475064a898fc42b737/https://iheadwater.github.io/dailyinfo-web/papers/nature-8257ea475064a898fc42b737/每日简报报道，失控的‘跳跃基因’会使大型犬比小型犬衰老得更快，揭示犬类体型与衰老速度的遗传联系。Tue, 13 Oct 2026 20:02:47 GMTPapersPreserve research data for tomorrow’s AI-enabled integrity checkshttps://iheadwater.github.io/dailyinfo-web/papers/nature-8d3f891762164383fb0924aa/https://iheadwater.github.io/dailyinfo-web/papers/nature-8d3f891762164383fb0924aa/为未来AI驱动的科研诚信审查保存研究数据，强调数据留存、可追溯和可复现是 integrity checks 的基础。Tue, 13 Oct 2026 20:02:47 GMTPapersAdmire another researcher’s work? Tell them about ithttps://iheadwater.github.io/dailyinfo-web/papers/nature-8fa15507e7a00a1305a478b4/https://iheadwater.github.io/dailyinfo-web/papers/nature-8fa15507e7a00a1305a478b4/主动向同行表达对其工作的欣赏，有助于建立支持性学术文化并增强科研人员的归属感与幸福感。Tue, 13 Oct 2026 20:02:47 GMTPapersAtomic-scale spin sensing of a 2D d-wave altermagnet <i>via</i> helical tunnelinghttps://iheadwater.github.io/dailyinfo-web/papers/nature-97b50a85be4ef4dd0239c731/https://iheadwater.github.io/dailyinfo-web/papers/nature-97b50a85be4ef4dd0239c731/通过螺旋隧穿实现二维d波交变磁体的原子尺度自旋传感，为直接探测其交变磁序提供了新手段。Tue, 13 Oct 2026 20:02:47 GMTPapersDaily briefing: Mathematicians up in arms over OpenAI’s preprint delugehttps://iheadwater.github.io/dailyinfo-web/papers/nature-999febb36a94ac5034775cc9/https://iheadwater.github.io/dailyinfo-web/papers/nature-999febb36a94ac5034775cc9/每日简报报道，数学家对 OpenAI 大量发布的预印本论文感到愤怒，担忧其加剧学术出版与同行评审压力。Tue, 13 Oct 2026 20:02:47 GMTPapersSelective, Catalytic Oxidation of Polyethylene Surfaceshttps://iheadwater.github.io/dailyinfo-web/papers/nature-ab9f5e71bfe95d379cd76f49/https://iheadwater.github.io/dailyinfo-web/papers/nature-ab9f5e71bfe95d379cd76f49/开发出聚乙烯表面的选择性催化氧化方法，可精准引入含氧基团，为塑料表面改性和回收提供新途径。Tue, 13 Oct 2026 20:02:47 GMTPapersInundated AI conferences impose submissions capshttps://iheadwater.github.io/dailyinfo-web/papers/nature-ac9c118e28432109d3bc62d4/https://iheadwater.github.io/dailyinfo-web/papers/nature-ac9c118e28432109d3bc62d4/面对投稿洪流，AI会议实施投稿数量上限，以缓解审稿负荷、提升评审质量并重塑发表激励。Tue, 13 Oct 2026 20:02:47 GMTPapersWhen microbes degrade plastic, where does it go?https://iheadwater.github.io/dailyinfo-web/papers/nature-b455964597265ba148170abb/https://iheadwater.github.io/dailyinfo-web/papers/nature-b455964597265ba148170abb/微生物降解塑料时，塑料碳、添加剂和中间产物的最终去向仍待追踪，这关系到生物降解是否真正环境无害。Tue, 13 Oct 2026 20:02:47 GMTPapersWhy not every global problem can be tackled by an IPCC-like organizationhttps://iheadwater.github.io/dailyinfo-web/papers/nature-d6d7bfbf49987ebadc5f1272/https://iheadwater.github.io/dailyinfo-web/papers/nature-d6d7bfbf49987ebadc5f1272/并非所有全球性问题都适合照搬IPCC模式，因为目标、证据基础、政治授权和治理机制各不相同，需要按问题定制机构。Tue, 13 Oct 2026 20:02:47 GMTPapersIs this idea from AI or humans? A detector claims it can tellhttps://iheadwater.github.io/dailyinfo-web/papers/nature-e2c12ff83d148001357a9cb7/https://iheadwater.github.io/dailyinfo-web/papers/nature-e2c12ff83d148001357a9cb7/一种检测器声称能区分想法来自AI还是人类，为AI参与创意与写作的溯源和诚信评估提供工具但需验证。Tue, 13 Oct 2026 20:02:47 GMTPapersWhat’s the secret sauce for happy scientists at work? These eight countries offer some clueshttps://iheadwater.github.io/dailyinfo-web/papers/nature-fef57eb4aeb977ab5db3b1ed/https://iheadwater.github.io/dailyinfo-web/papers/nature-fef57eb4aeb977ab5db3b1ed/对八国科学家的分析揭示了工作满意度的关键因素，如自主性、支持、认可、资源与工作生活平衡。Tue, 13 Oct 2026 20:02:47 GMTPapersEnhancing fairness in climate action through policy packageshttps://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-2fc16148538ba3eaa9d6bb99/https://iheadwater.github.io/dailyinfo-web/papers/natureclimatechange-2fc16148538ba3eaa9d6bb99/该研究提出并评估气候政策组合设计，表明将碳定价、补贴与再分配等措施打包可在推进减排的同时改善成本与收益分配，从而增强气候行动的公平性。Tue, 13 Oct 2026 20:02:47 GMTPapersSecuring critical rare-earth supply through end-of-life NdFeB magnets recycling via molten salt electrolysis with consumable Mg-cathodehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-07b52bd5f387642e8450a66b/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-07b52bd5f387642e8450a66b/采用可消耗镁阴极的熔盐电解法回收报废钕铁硼磁体，为保障关键稀土供应提供了可行路径。Tue, 13 Oct 2026 20:02:47 GMTPapersColossal visible birefringence and ultraviolet hyperbolicity in wide bandgap semiconductor CuAlO<sub>2</sub>https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-1bd158e0fdc0816d059cd72d/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-1bd158e0fdc0816d059cd72d/在宽带隙半导体CuAlO2中发现了巨大的可见光双折射和紫外双曲色散，为偏振光子学和双曲超材料提供了新材料平台。Tue, 13 Oct 2026 20:02:47 GMTPapersGamma-alumina as a highly active hydrogenation catalyst deciphered by molecular nitrogenhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-408f32fc891b56ce682d18c5/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-408f32fc891b56ce682d18c5/利用分子氮作为探针解析γ-氧化铝，揭示其作为高活性加氢催化剂的关键表面位点与反应机制。Tue, 13 Oct 2026 20:02:47 GMTPapersDisrupting the NAD<sup>+</sup>/NAM metabolic ratio driven by IL-1β inflammatory response potentiates chemotherapy and chemoimmunotherapy in micehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-5505fe0bde983abf54745212/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-5505fe0bde983abf54745212/研究发现IL-1β炎症反应驱动NAD+/NAM代谢比值异常，而破坏该比值可增强小鼠的化疗和化疗免疫联合治疗效果。Tue, 13 Oct 2026 20:02:47 GMTPapersCurrent aviation roadmaps are not within planetary boundarieshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-568952cd0a6adb02971e9c91/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-568952cd0a6adb02971e9c91/评估表明当前航空业路线图无法使航空活动保持在地球边界内，亟需更大幅度的减排与系统转型。Tue, 13 Oct 2026 20:02:47 GMTPapersUnmet care needs at the end-of-life among older adults with activity limitationshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-63f5f4d095b789bac1a65559/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-63f5f4d095b789bac1a65559/研究发现有活动受限的老年人在生命末期存在未被满足的照护需求，提示需针对性改善临终照护服务。Tue, 13 Oct 2026 20:02:47 GMTPapersSerine-65 phosphorylated ubiquitin associates with soluble tau and seeding activity in Alzheimer’s diseasehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-721c48b6b7746001d9d4178b/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-721c48b6b7746001d9d4178b/研究发现丝氨酸65磷酸化泛素与阿尔茨海默病中的可溶性tau及tau播种活性相关，提示其可能参与tau病理的传播。Tue, 13 Oct 2026 20:02:47 GMTPapersSoil proteogenomics uncover microbial strategies for soil depth-specific carbon cycling under whole-soil warming conditionshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-904bbb3bfae2e868872e1ed8/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-904bbb3bfae2e868872e1ed8/土壤蛋白质组基因组学揭示了全土增温条件下微生物按土壤深度采取不同碳循环策略。Tue, 13 Oct 2026 20:02:47 GMTPapersPopulation-resolved single-emitter spectroscopyhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-94b2804b4335004c4adc5983/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-94b2804b4335004c4adc5983/该研究实现了群体分辨的单发射体光谱学，可从系综中解析不同发射体群体的光谱异质性及动力学，突破传统集合测量对个体差异的平均化。Tue, 13 Oct 2026 20:02:47 GMTPapersReinforcement learning guided robotic platform that investigates and discovers asymmetric reactionshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9e166aa141c9784a48a5942e/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-9e166aa141c9784a48a5942e/强化学习引导的机器人平台能够自动探究并发现不对称反应。Tue, 13 Oct 2026 20:02:47 GMTPapersAuthor Correction: Engineered CRISPR-OsCas12f1 and RhCas12f1 with robust activities and expanded target range for genome editinghttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-c523c5bdc5f48e1fa14e2e97/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-c523c5bdc5f48e1fa14e2e97/该作者更正对已发表的工程化CRISPR-OsCas12f1和RhCas12f1研究进行修订，涉及它们具有稳健活性及扩展的基因组编辑靶标范围这一核心结论。Tue, 13 Oct 2026 20:02:47 GMTPapersMulti-day recalibration-free electrophysiology interface based on carbon nanotube thin film dry electrodeshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-dbd3f399b2e0f9f398f59f06/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-dbd3f399b2e0f9f398f59f06/基于碳纳米管薄膜干电极的电生理接口可实现多日无需重新校准的稳定记录。Tue, 13 Oct 2026 20:02:47 GMTPapersNiCLIP: neuroimaging contrastive language-image pretraining model for predicting text from brain activation imageshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e2868947d78c48aaf884f3e1/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e2868947d78c48aaf884f3e1/NiCLIP是一种神经影像对比语言-图像预训练模型，可从脑激活图像预测对应文本。Tue, 13 Oct 2026 20:02:47 GMTPapersScellmate enables contamination aware curation and host mobilome linkage analysis of large SAG datasetshttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e7a7d1540784a82015e2a3be/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-e7a7d1540784a82015e2a3be/Scellmate可对大规模单细胞组装基因组（SAG）数据进行污染感知的整理，并实现宿主与可移动元件（mobilome）的关联分析。Tue, 13 Oct 2026 20:02:47 GMTPapersMitochondria-localized circRNA BRAKE restrains adipogenesis under nutrient overload by disrupting ATP synthase assembly in micehttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-f9c223bfea247353b84fe9b2/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-f9c223bfea247353b84fe9b2/线粒体定位的circRNA BRAKE在营养过载下通过干扰ATP合酶组装抑制小鼠脂肪生成。Tue, 13 Oct 2026 20:02:47 GMTPapersAuthor Correction: Improved pharmacodynamics of epidermal growth factor via microneedles-based self-powered transcutaneous electrical stimulationhttps://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ffd1def9c9bd3e7ca9979d60/https://iheadwater.github.io/dailyinfo-web/papers/naturecommunications-ffd1def9c9bd3e7ca9979d60/该文是对“基于微针的自供电经皮电刺激改善表皮生长因子药效”原文的作者更正。Tue, 13 Oct 2026 20:02:47 GMTPapersAn all-in-one foundation model for multimodal medical image restoration and enhancementhttps://iheadwater.github.io/dailyinfo-web/papers/naturemachineintelligence-257734ffffc58d305cb7a86f/https://iheadwater.github.io/dailyinfo-web/papers/naturemachineintelligence-257734ffffc58d305cb7a86f/该研究提出了一种一体化基础模型，能够面向多种医学影像模态统一完成图像恢复与增强，从而减少对特定模态或任务专用模型的依赖。Tue, 13 Oct 2026 20:02:47 GMTPapersDetermining soil microbial responses to climate change with multi-omicshttps://iheadwater.github.io/dailyinfo-web/papers/naturereviewsearthenviron-9f9fc564c964459cefed14e3/https://iheadwater.github.io/dailyinfo-web/papers/naturereviewsearthenviron-9f9fc564c964459cefed14e3/该综述系统评估了多组学（基因组、转录组、代谢组等）方法在解析土壤微生物对气候变化响应中的应用，提出整合多组学数据以揭示微生物群落功能变化及其对气候反馈机制的研究框架。Tue, 13 Oct 2026 20:02:47 GMTPapersWildlife cameras for monitoring forest understory phenologyhttps://iheadwater.github.io/dailyinfo-web/papers/naturereviewsearthenviron-fbf3d77f100fdd94d0c8e739/https://iheadwater.github.io/dailyinfo-web/papers/naturereviewsearthenviron-fbf3d77f100fdd94d0c8e739/该综述指出野生动物相机可有效监测森林林下植被物候，弥补卫星遥感在冠层下监测的不足，并探讨了其在时空覆盖、物种识别与数据标准化方面的潜力与挑战。Tue, 13 Oct 2026 20:02:47 GMTPapersGetting above the cloudshttps://iheadwater.github.io/dailyinfo-web/papers/naturereviewsphysics-99dfa86a298863de06d22fd0/https://iheadwater.github.io/dailyinfo-web/papers/naturereviewsphysics-99dfa86a298863de06d22fd0/该文主张高能物理等数据密集型领域应超越本地计算集群、拥抱云计算，以应对高亮度大型强子对撞机时代的数据洪流，并提升分析的扩展性、协作性与可复现性。Tue, 13 Oct 2026 20:02:47 GMTPapersThe impact of the Canterbury earthquakes on household income and expenditure in the Canterbury region in New Zealandhttps://iheadwater.github.io/dailyinfo-web/papers/nhess-0a5ccae7272c2624ddf41d75/https://iheadwater.github.io/dailyinfo-web/papers/nhess-0a5ccae7272c2624ddf41d75/研究发现坎特伯雷地震对家庭收入与支出造成短期扰动，但灾后重建推动其随后恢复甚至增长，且影响在不同地区、收入群体和支出类别间存在显著异质性。Tue, 13 Oct 2026 20:02:47 GMTPapersMultiscalar and nonlinear controls of drought impacts in Spain revealed by media-reported datahttps://iheadwater.github.io/dailyinfo-web/papers/nhess-62070dd5e24c4125a20c2e80/https://iheadwater.github.io/dailyinfo-web/papers/nhess-62070dd5e24c4125a20c2e80/基于西班牙媒体报道的干旱影响数据，研究揭示干旱影响受多时间尺度、非线性气候—社会因素共同控制，单一线性指标难以解释其复杂格局，为干旱风险监测与预警提供了新证据。Tue, 13 Oct 2026 20:02:47 GMTPapersA decade of summer glacier fronts and calved glacier ice distribution in Kongs- and Krossfjorden, Svalbard, observed by Sentinel-1 extra wide swathhttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-0f622988f17594836171cf2c/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-0f622988f17594836171cf2c/该研究基于Sentinel-1超宽幅雷达数据重建了斯瓦尔巴Kongs-和Krossfjorden峡湾近十年夏季冰川前沿位置与崩解冰山分布，揭示了冰川崩解活动的时空变化特征。Tue, 13 Oct 2026 20:02:47 GMTPapersSubstantial disagreement between satellite- and ground-level nighttime light patterns revealed by SDGSAT-1 and street view imageryhttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-92276c42936936f342eeae0c/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-92276c42936936f342eeae0c/该研究利用SDGSAT-1卫星影像与街景影像对比发现，卫星观测与地面视角的夜间光照格局存在显著不一致，提示单一尺度数据可能高估或误判人类活动光照状况。Tue, 13 Oct 2026 20:02:47 GMTPapersFrom national to global: Mapping global center-pivot irrigated cropland with knowledge-guided data augmentationhttps://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-fc06f61e3b5e62ca8f79e0e1/https://iheadwater.github.io/dailyinfo-web/papers/remotesensingenviron-fc06f61e3b5e62ca8f79e0e1/该研究提出知识引导的数据增强方法，将中心支轴式灌溉农田制图从国家级尺度成功推广到全球尺度，实现了全球中心支轴灌溉农田的高精度制图。Tue, 13 Oct 2026 20:02:47 GMTPapersMeteorological Aspects of the Congo Basin and Western Equatorial Africahttps://iheadwater.github.io/dailyinfo-web/papers/reviewsgeophysics-0831286f5f0fcffd75c75b6c/https://iheadwater.github.io/dailyinfo-web/papers/reviewsgeophysics-0831286f5f0fcffd75c75b6c/该综述系统整合了刚果盆地和西赤道非洲气象研究，梳理了区域降水、对流、季风与大气环流等关键过程，并指出观测稀缺和模式偏差是制约理解与预测的主要瓶颈。Tue, 13 Oct 2026 20:02:47 GMTPapersFor women academics, feeling devalued can be a fatal career blowhttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-1c19409b2a5fa38cef4df631/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-1c19409b2a5fa38cef4df631/一项研究显示，女性学者若感到自身价值被贬低，其学术生涯可能遭受致命打击，凸显认可与公平对留住女性人才至关重要。Tue, 13 Oct 2026 20:02:47 GMTPapersRussian ornithologist sentenced to prison for anticorruption donationhttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-42af3fe49ecba841187d31fa/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-42af3fe49ecba841187d31fa/俄罗斯一名鸟类学家因向反腐败事业捐款而被判入狱，反映出该国对科研人员参与反腐活动的严厉打压。Tue, 13 Oct 2026 20:02:47 GMTPapersHoney bees inject venom with a two-stroke stingerhttps://iheadwater.github.io/dailyinfo-web/papers/sciencenews-9ba1a9a15029388c1ee8d43c/https://iheadwater.github.io/dailyinfo-web/papers/sciencenews-9ba1a9a15029388c1ee8d43c/高速观察揭示蜜蜂螫针采用类似“双冲程”的交替滑动机制刺入皮肤并注入毒液，阐明其高效注射的机械原理。Tue, 13 Oct 2026 20:02:47 GMTPapersOblique drone panoramic imagery for fine-scale human-induced land-cover change detectionhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-1d0cfdefa4e7e4a15838e587/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-1d0cfdefa4e7e4a15838e587/该研究提供了斜向无人机全景影像数据集，可支持精细尺度的人为土地覆盖变化检测。Tue, 13 Oct 2026 20:02:47 GMTPapersCurated peptide-HLA class I binding affinities with Rosetta structural ensembleshttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-33360dcc35547b6931894264/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-33360dcc35547b6931894264/该数据集整理了肽-HLA I 类结合亲和力并配套 Rosetta 结构系综，为抗原呈递与免疫肽组学建模提供资源。Tue, 13 Oct 2026 20:02:47 GMTPapersMIMIC-IV-Echo: An Echocardiography Dataset Integrated with the MIMIC-IV Ecosystemhttps://iheadwater.github.io/dailyinfo-web/papers/scientificdata-5b481c8f3504a01583103c9e/https://iheadwater.github.io/dailyinfo-web/papers/scientificdata-5b481c8f3504a01583103c9e/该数据集将超声心动图数据与 MIMIC-IV 生态系统整合，为可关联重症监护电子病历的超声心动图研究提供资源。Tue, 13 Oct 2026 20:02:47 GMTPapersCausation analysis and full-process reconstruction of the “8·26” ice-rock avalanche and debris flow disaster chain in Gyirong， Tibethttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-0a52daa0e55e05cfbf870741/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-0a52daa0e55e05cfbf870741/针对西藏吉隆“8·26”冰岩崩塌—泥石流灾害链，厘清了其成因机制并完成从冰岩崩塌启动、运动到泥石流形成与堆积的全过程反演重建，为高寒山区灾害链风险识别与防控提供了科学依据。Tue, 13 Oct 2026 20:02:47 GMTPapersHistorical evolution process and patterns of the human-water relationship in the Dongting Lakehttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-0efeb5e56ca599ee73f7a080/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-0efeb5e56ca599ee73f7a080/重建洞庭湖人水关系历史演变过程，总结其阶段特征与演化规律。Tue, 13 Oct 2026 20:02:47 GMTPapersPartially-algebraic two-fluid model and its application in sediment-laden flow computation for hydraulic machineryhttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-0f2292afb67e23194c46b4c6/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-0f2292afb67e23194c46b4c6/建立部分代数化双流体模型，用于水力机械含沙水流计算并提升泥沙输运模拟精度。Tue, 13 Oct 2026 20:02:47 GMTPapersSimulation of compound flooding processes and source tracing of external water in urban areas with high external inflowhttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-24512ac128c57195537e9d59/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-24512ac128c57195537e9d59/模拟高外水入流城市复合洪涝过程并开展外水溯源，揭示外部来水对城市内涝的贡献机制。Tue, 13 Oct 2026 20:02:47 GMTPapersGrading criteria for sediment incipient motion and the protection effect of flexible geocells in the sandy silt riverbed of the Tarim Riverhttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-2fb8a639c599110b3f0ec264/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-2fb8a639c599110b3f0ec264/提出塔里木河粉砂质河床泥沙起动分级标准，并揭示柔性土工格室护床的抗冲保护效果。Tue, 13 Oct 2026 20:02:47 GMTPapersStudy on hierarchical optimal scheduling and allocation of water resources based on water network topologyhttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-393be3512bc67c9c364dc310/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-393be3512bc67c9c364dc310/基于水网拓扑构建水资源分层优化调度与配置方法，提升了复杂水网系统水资源调配的协同性和效率。Tue, 13 Oct 2026 20:02:47 GMTPapersPredictive analysis of spatiotemporal evolution characteristics of water conservation in the Huangshui River Basin under future climate and land-use scenarioshttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-5bcc017abdeccf2bf6c6e973/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-5bcc017abdeccf2bf6c6e973/预测未来气候与土地利用情景下湟水流域水源涵养时空演变特征，识别关键变化区域与驱动因素。Tue, 13 Oct 2026 20:02:47 GMTPapersMechanisms and “zone-class-target” framework for calculating ecological water demand of river-lake wetlands in Northern Chinahttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-79808b181c2c11b539bbf0f1/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-79808b181c2c11b539bbf0f1/揭示北方河湖湿地生态需水机理，构建“分区-分类-目标”生态需水计算框架。Tue, 13 Oct 2026 20:02:47 GMTPapersA rolling inflow forecasting method for hydropower reservoirs based on large language modelhttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-816c17511212194ff1a6c549/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-816c17511212194ff1a6c549/提出一种基于大语言模型的水电水库入库流量滚动预报方法，通过将水文时序信息与语言模型的推理与模式识别能力相结合实现多步滚动预测，有效提升了入库流量预报精度与预见期。Tue, 13 Oct 2026 20:02:47 GMTPapersA groundwater sampling theory informed by well storage-mixing effect and its application to dynamic purginghttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-8cf3afea5a1d5361a42c781f/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-8cf3afea5a1d5361a42c781f/提出考虑井储混合效应的地下水采样理论，并将其用于动态洗井以提高采样代表性。Tue, 13 Oct 2026 20:02:47 GMTPapersEmergy-based quantification of ecosystem service value and system health assessment for water conservancy projectshttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-e6d88c3b48d82303ec57c790/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-e6d88c3b48d82303ec57c790/基于能值量化水利工程生态系统服务价值并评估系统健康，为工程生态影响评价提供新方法。Tue, 13 Oct 2026 20:02:47 GMTPapersResearch on safeguard system construction for market-oriented allocation of water resourceshttps://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-e7398d35b77b3354aedefd36/https://iheadwater.github.io/dailyinfo-web/papers/shuilixuebao-e7398d35b77b3354aedefd36/系统构建水资源市场化配置的保障体系框架，为水权水市场制度落地和风险防控提供支撑。Tue, 13 Oct 2026 20:02:47 GMTPapersDivergent roles of natural organic matter in iron precipitation and arsenic sequestration in zerovalent iron-based flow-through systems: Resolving homogeneous vs. heterogeneous pathwayshttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-324ce1e8d607e359d5f85ec2/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-324ce1e8d607e359d5f85ec2/在零价铁流动反应系统中，天然有机质通过均相与异相途径对铁沉淀和砷固定产生分化作用，从而厘清其双重影响机制。Tue, 13 Oct 2026 20:02:47 GMTPapersLarge language model-assisted curation and sequence-informed modelling reveal membrane and genetic determinants of antibiotic resistance gene removalhttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-a8e735fafc944c28102eb190/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-a8e735fafc944c28102eb190/利用大语言模型辅助数据整理并结合序列信息建模，揭示了膜特性与遗传特征在抗生素抗性基因去除中的关键决定作用。Tue, 13 Oct 2026 20:02:47 GMTPapersMachine learning-based optimization strategy for comprehensive toxicity regulation in catalytic ozonation systemshttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-cbbaf885ebe640fb72b03e35/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-cbbaf885ebe640fb72b03e35/提出基于机器学习的催化臭氧氧化系统优化策略，可全面调控毒性并提升整体毒性削减效果。Tue, 13 Oct 2026 20:02:47 GMTPapersOne shuttle, two wins: AQDS cuts N<sub>2</sub>O while boosting denitrification in cold, carbon-limited biofilm systemshttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-cea1ab269e9379b216d41d63/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-cea1ab269e9379b216d41d63/在低温低碳生物膜系统中，AQDS作为氧化还原穿梭体可同时削减N2O排放并强化反硝化脱氮，实现减污降碳协同。Tue, 13 Oct 2026 20:02:47 GMTPapersLinking microbial community reassembly to multi-element metabolic potential across community and genome scales in rivers impacted by ion-adsorption rare earth mininghttps://iheadwater.github.io/dailyinfo-web/papers/waterresearch-df8f02621f56a4e0b66986f6/https://iheadwater.github.io/dailyinfo-web/papers/waterresearch-df8f02621f56a4e0b66986f6/在受离子吸附型稀土矿影响的河流中，将微生物群落重组与多元素代谢潜力在群落和基因组尺度上关联，揭示采矿扰动下微生物介导的元素循环响应。Tue, 13 Oct 2026 20:02:47 GMTPapersCharacteristic‐Aligned Control‐Volume Physics‐Informed Neural Network for Flood‐Wave Propagation and Roughness Estimationhttps://iheadwater.github.io/dailyinfo-web/papers/wrr-66294fa2f908f11ddbf4dec0/https://iheadwater.github.io/dailyinfo-web/papers/wrr-66294fa2f908f11ddbf4dec0/提出特征对齐的控制体积物理信息神经网络，将特征线/控制体积离散嵌入 PINN，以提升洪水波传播模拟并同步估计河道粗糙度。Tue, 13 Oct 2026 20:02:47 GMTPapersDiagnosing Latent Storage Representations in LSTM Reservoir Release Policieshttps://iheadwater.github.io/dailyinfo-web/papers/wrr-b8a3476eb6e20f094625f908/https://iheadwater.github.io/dailyinfo-web/papers/wrr-b8a3476eb6e20f094625f908/通过诊断 LSTM 水库泄放策略中的潜在蓄水表示，揭示其内部状态在多大程度上编码水库蓄水动态，为评估数据驱动调度策略的物理可解释性提供新方法。Tue, 13 Oct 2026 20:02:47 GMTPapersvercel-labs/skillshttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-9319deac048621893db2770c/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-9319deac048621893db2770c/开放的智能体技能工具，一条 npx skills 命令即可为代理装配可复用技能。Tue, 13 Oct 2026 19:45:59 GMTCodextool-org/xtoolhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-d3efa0a847e0adc8618dda67/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-d3efa0a847e0adc8618dda67/跨平台 Xcode 替代方案，在 Linux、Windows、macOS 上使用 SwiftPM 构建并部署 iOS 应用。Tue, 13 Oct 2026 19:45:59 GMTCodeopenbmb/MiniCPM-V-4.7-1Bhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-193f223658944f4ed0726ba0/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-193f223658944f4ed0726ba0/MiniCPM-V-4.7-1B 是1B级轻量多模态模型，面向端侧和低资源场景的图文理解与对话。Tue, 13 Oct 2026 19:45:59 GMTCodeopenbmb/MiniCPM-V-4.7-35B-A3Bhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b3465880774309b421aa3878/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b3465880774309b421aa3878/MiniCPM-V-4.7-35B-A3B 采用35B总参、3B激活的MoE架构，以高性价比实现图文理解与多模态对话。Tue, 13 Oct 2026 19:45:59 GMTCodebaidu/Unlimited-OCRhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-c68e4914148ae19ab5889e16/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-c68e4914148ae19ab5889e16/百度 Unlimited-OCR 面向长文档与复杂场景，强调高精度和无长度限制的OCR识别。Tue, 13 Oct 2026 19:45:59 GMTCodeautotrust/JEV-35Bhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-e91c15cc87185723fd7e8b2c/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-e91c15cc87185723fd7e8b2c/autotrust/JEV-35B 是 35B 级文本分类模型，专注于高精度内容判别与风险意图识别。Tue, 13 Oct 2026 19:45:59 GMTCode云天化集团2027年秋季招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0302bbf050020833d7b5b6f6/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0302bbf050020833d7b5b6f6/🏢 云天化集团 — 2027年秋季招聘 | 截止：2026-11-30Tue, 13 Oct 2026 19:30:33 GMTResource长沙城市发展集团有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0d148ddd926bd325b876f95c/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-0d148ddd926bd325b876f95c/🏢 长沙城市发展集团有限公司 — 2027年校园招聘 | 截止：2026-11-02Tue, 13 Oct 2026 19:30:33 GMTResource郑州商品交易所2026年度秋季招聘启事https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-116aaa640b3b5f400853f9f1/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-116aaa640b3b5f400853f9f1/🏢 郑州商品交易所 — 2026年度秋季招聘 | 截止：2026-10-30Tue, 13 Oct 2026 19:30:33 GMTResource深圳市特发集团有限公司2027届秋季校园招聘简章https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-21f2f41367dadcc08ac9802e/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-21f2f41367dadcc08ac9802e/🏢 深圳市特发集团有限公司 — 2027届秋季校园招聘 | 截止：2026-12-31Tue, 13 Oct 2026 19:30:33 GMTResource河北冀中云智科技有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-4b8d205ac2c58f1426d304e6/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-4b8d205ac2c58f1426d304e6/🏢 河北冀中云智科技有限公司 — 2027年校园招聘 | 截止：2027-06-30Tue, 13 Oct 2026 19:30:33 GMTResource江西银行2027校园招聘公告https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-70981899da5e7680dd866122/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-70981899da5e7680dd866122/🏢 江西银行 — 2027校园招聘 | 截止：2026-11-06Tue, 13 Oct 2026 19:30:33 GMTResource新东方教育科技（集团）有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-7e37849d8e20a7a86bd5a7c8/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-7e37849d8e20a7a86bd5a7c8/🏢 新东方教育科技（集团）有限公司 — 2027年校园招聘 | 截止：2027-04-11Tue, 13 Oct 2026 19:30:33 GMTResource江苏金融租赁股份有限公司 2027年度校园招聘简章https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-aa8776fde756b32f224a8315/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-aa8776fde756b32f224a8315/🏢 江苏金融租赁股份有限公司 — 2027年度校园招聘 | 截止：2026-12-31Tue, 13 Oct 2026 19:30:33 GMTResource中国铁建投资集团有限公司2027届校园招聘公告https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-c7971449794b9d3f0de547f3/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-c7971449794b9d3f0de547f3/🏢 中国铁建投资集团有限公司 — 2027届校园招聘 | 截止：2027-06-30Tue, 13 Oct 2026 19:30:33 GMTResource中国中煤能源集团有限公司 2027届秋季校园招聘公告https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-c9756c335346756f42a5a5b3/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-c9756c335346756f42a5a5b3/🏢 中国中煤能源集团有限公司 — 2027届秋季校园招聘 | 截止：2026-11-05Tue, 13 Oct 2026 19:30:33 GMTResource长江产业投资集团有限公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-d6439711cb02bc4b557c3d33/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-d6439711cb02bc4b557c3d33/🏢 长江产业投资集团有限公司 — 2027年校园招聘 | 截止：2026-10-31Tue, 13 Oct 2026 19:30:33 GMTResource中国石化销售股份有限公司广西石油分公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ea8fdde66f55921b9ada4e08/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ea8fdde66f55921b9ada4e08/🏢 中国石化销售股份有限公司广西石油分公司 — 2027年校园招聘 | 截止：2026-10-28Tue, 13 Oct 2026 19:30:33 GMTResource中国大恒（集团）有限公司北京图像视觉技术分公司2027年校园招聘https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ed554395c8e0174cf712a925/https://iheadwater.github.io/dailyinfo-web/resource/dlutrecruitment-ed554395c8e0174cf712a925/🏢 中国大恒（集团）有限公司北京图像视觉技术分公司 — 2027年校园招聘 | 截止：2027-10-13Tue, 13 Oct 2026 19:30:33 GMTResource【学在大工】新航道国际教育集...https://iheadwater.github.io/dailyinfo-web/resource/dlutzhxw-f0e979eb9b85124edfa59653/https://iheadwater.github.io/dailyinfo-web/resource/dlutzhxw-f0e979eb9b85124edfa59653/[综合新闻] [日期未知] 【学在大工】新航道国际教育集... — 综合新闻栏目发布“学在大工”相关动态，原始标题截断，暂无更多摘要信息。Tue, 13 Oct 2026 19:30:33 GMTResourceabenzerps/Qwen-Image-2.1-Uncensored-Quantizedhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-bcc00ec46ff0cf6e26522edc/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-bcc00ec46ff0cf6e26522edc/Qwen-Image-2.1 无审查量化版文生图模型，降低部署门槛并提升开放内容生成自由度。Mon, 12 Oct 2026 19:45:48 GMTCodesperidlabs/iris-3bhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-ee2c37924ea2c7defac661be/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-ee2c37924ea2c7defac661be/speridlabs iris-3b 是 3B 轻量文生图模型，以较小参数量提供可控图像生成，适合低显存快速出图。Mon, 12 Oct 2026 19:45:48 GMTCodelyogavin/airllmhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-2497d3b08be6c9f84b1eb27e/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-2497d3b08be6c9f84b1eb27e/突破显存限制，用单张 4GB GPU 完成 2.8T 参数大模型的推理。Sun, 11 Oct 2026 19:47:01 GMTCodebilawalsidhu/gods-eye-viewhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-d0079b7bc9ed9b057dcdca17/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-d0079b7bc9ed9b057dcdca17/浏览器里的间谍卫星模拟器，用真实开源数据在逼真 3D 地球上提供实时空间情报。Sun, 11 Oct 2026 19:47:01 GMTCodeLightwheelAI/EgoDemohttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-5b398227cbb7910b2c57038c/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-5b398227cbb7910b2c57038c/EgoDemo 提供第一视角具身操作演示数据，用于模仿学习、策略训练与真实场景泛化评测。Sun, 11 Oct 2026 19:47:01 GMTCodeFineEnvs/openai-mathhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-e685b7fca767fe6fcd216908/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-e685b7fca767fe6fcd216908/面向OpenAI数学题目的训练与评测环境，用于提升和评估数学推理模型能力。Sun, 11 Oct 2026 19:47:01 GMTCodeAtomicChat/Qwen-Image-2.1-Turbo-Uncensored-GGUFhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-2a0811998f13f0798f899729/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-2a0811998f13f0798f899729/Qwen-Image 2.1 Turbo 无审查GGUF量化版，面向低显存环境的高自由度文生图。Sun, 11 Oct 2026 19:47:01 GMTCode00000tt/LTX-2.3-10Eroshttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-5e9d1b6bf0ba58b1135d0657/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-5e9d1b6bf0ba58b1135d0657/基于 LTX-2.3 视频模型的 10Eros Gradio 应用，面向快速无审查的成人向视频生成。Sun, 11 Oct 2026 19:47:01 GMTCodevenvoo/china-a-share-l2-level2-limit-order-book-tick-datahttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-0be6a501ba07607ad46dc9ad/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-0be6a501ba07607ad46dc9ad/中国A股Level-2逐笔委托与订单簿tick数据，支持高频交易、市场微观结构与量化策略研究。Sat, 10 Oct 2026 19:45:56 GMTCodenerkyor/Qwen3.8-27B-Coder390-EfficientThink-Opus5.5-GPT6Astra-Grok4.7-DSV4Pro-K3-SFT-RLOO-MTP-DFlash2https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b36b3fac4cad00102ee96215/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b36b3fac4cad00102ee96215/Qwen3.8-27B 的超长命名衍生多模态模型，融合 Coder、Opus、GPT、Grok、DSV 等多源蒸馏与 SFT/RL 优化，主打代码增强与高效推理。Sat, 10 Oct 2026 19:45:56 GMTCodeConwayResearch/Underdog-Saluki-27B-1.0https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-bb01a78a1560b8fba391b7b5/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-bb01a78a1560b8fba391b7b5/27B参数文本生成模型，面向高质量长文本生成与对话推理场景。Sat, 10 Oct 2026 19:45:56 GMTCodeQwen/Qwen-Image-2.1-Turbohttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-32dbee2fcb2ea16ba9ce6e0b/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-32dbee2fcb2ea16ba9ce6e0b/Qwen-Image-2.1-Turbo 是加速版文生图模型，在保持画质的同时提升图像生成速度。Fri, 09 Oct 2026 19:45:45 GMTCodeCactus-Compute/whistlehttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-e9b14c49f28a48a699971cec/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-e9b14c49f28a48a699971cec/Cactus Compute whistle 是自动语音识别模型，主打高效与端侧语音转文本，适合实时低延迟应用。Fri, 09 Oct 2026 19:45:45 GMTCodestorytold/artcrafthttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-2666088be8f0da70c16f18c6/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-2666088be8f0da70c16f18c6/面向艺术家、设计师与电影人的意图驱动创作引擎，用 Rust 打造可控的生成式工作流。Fri, 09 Oct 2026 00:00:04 GMTCodeLightwheelAI/EgoStandardhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-6d0fe21ccb0e8d6de5252984/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-6d0fe21ccb0e8d6de5252984/EgoStandard 提供标准化第一视角具身数据基准，统一采集与标注规范以提升评测可复现性。Fri, 09 Oct 2026 00:00:04 GMTCodeLiquidAI/d1-3Bhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b3e4da6581d599c7190ce489/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-b3e4da6581d599c7190ce489/LiquidAI d1-3B 是 3B 级多模态图文理解模型，以轻量架构提供高效视觉语言推理与端侧部署潜力。Fri, 09 Oct 2026 00:00:04 GMTCodebakrianoo/jabarti-llm-datasethttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-93a4f467409b70b3a752298d/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-93a4f467409b70b3a752298d/面向阿拉伯语的大模型训练数据集（Jabarti），补足低资源语种的语料供给，服务阿语模型预训练与微调。Wed, 07 Oct 2026 19:46:20 GMTCodecanberkkkkkk/ema-lightninghttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-f1e336c5359f14cf7e511831/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-f1e336c5359f14cf7e511831/canberkkkkkk/ema-lightning 是低延迟文本转语音模型，主打闪电级语音合成速度与自然音质。Wed, 07 Oct 2026 19:46:20 GMTCodehugging-apps/bfs-best-face-swaphttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-5f9eeaf5840f3dbedebf5c45/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-5f9eeaf5840f3dbedebf5c45/提供基于 Gradio 的最佳人脸交换演示，支持快速上传图像完成高保真人脸替换。Wed, 07 Oct 2026 19:46:20 GMTCodecathrynlavery/diagram-designhttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-101c4364668ae618c5212f34/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-101c4364668ae618c5212f34/面向 Claude Code、Codex、Copilot、Cursor 等编码智能体的编辑级图表设计，内置 44 种图表类型并输出自包含 HTML+SVG。Tue, 06 Oct 2026 19:45:43 GMTCodemorluto/reahttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-9204af15a900f75ff22e5cec/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-9204af15a900f75ff22e5cec/通过智能体对应用行为到原生二进制文件进行逆向分析，降低多层级软件逆向工程门槛。Tue, 06 Oct 2026 19:45:43 GMTCodedatasocial/tiktok-5.6B-videoshttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-a76213de8fb4db7307bbe37c/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-a76213de8fb4db7307bbe37c/汇集56亿条TikTok视频样本的大规模数据集，面向推荐系统、内容理解与社交计算研究。Tue, 06 Oct 2026 19:45:43 GMTCodegoogle/embeddinggemma-2https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-15f547f66e55fd5f14b02448/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-15f547f66e55fd5f14b02448/Google EmbeddingGemma-2 是第二代文本嵌入模型，用于检索、聚类和语义相似度等特征提取任务。Tue, 06 Oct 2026 19:45:43 GMTCodejialinyyzz/humanizerhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-f25de003cfe5eabfd0af69e6/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-f25de003cfe5eabfd0af69e6/Humanizer 是面向文本人性化改写的生成模型，旨在降低机器味并提升表达自然度。Tue, 06 Oct 2026 19:45:43 GMTCodetardellirs/model-pulsehttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-55e2cc710047c5fbc46dd551/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-55e2cc710047c5fbc46dd551/model-pulse静态应用，以热度脉冲或排行形式追踪AI模型趋势与社区关注度。Tue, 06 Oct 2026 19:45:43 GMTCodeVenastine-Research/Xing4.0-29B-A4B-GGUFhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-52e07da81ad4f67906c33669/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-52e07da81ad4f67906c33669/Venastine-Research 的 Xing4.0-29B-A4B GGUF 文本生成模型，采用稀疏激活与量化格式，兼顾大模型能力与本地推理效率。Mon, 05 Oct 2026 06:08:15 GMTCodeaffaan-m/ECChttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-0872e6da2f838d29aa910f98/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-0872e6da2f838d29aa910f98/面向 Claude Code、Codex、Cursor 等 Agent 工具的性能优化框架，集成技能、本能、记忆、安全与研究优先开发能力。Sat, 03 Oct 2026 19:46:51 GMTCodeanthropics/claude-codehttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-f83db37a6cf46145454583fb/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-f83db37a6cf46145454583fb/终端内运行的智能编码工具，理解代码库并通过自然语言执行日常任务、解释代码和处理 Git 工作流。Sat, 03 Oct 2026 19:46:51 GMTCodeFineEnvs/multi-harness-rlhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-b62f3c70ed5537b6ed12ccb6/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-b62f3c70ed5537b6ed12ccb6/基于 Docker 的多 harness 强化学习实验环境，支持在统一容器中并行运行多套 RL 训练与评估流程。Sat, 03 Oct 2026 19:46:51 GMTCodearudradey/qwen-image-2.1-uncensored-aio-lorashttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-c43975e037942347983558e1/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-c43975e037942347983558e1/集成AIO LoRA集合的Qwen-Image 2.1无审查Gradio应用，一站式支持多样化开放主题图像生成。Fri, 02 Oct 2026 19:45:46 GMTCodeobra/superpowershttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-6c0c185f993f2fc62e3b6c38/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-6c0c185f993f2fc62e3b6c38/一套可落地的智能体技能框架与软件开发方法论，强调在真实工程实践中有效运行。Thu, 01 Oct 2026 21:31:00 GMTCodecursor/pluginshttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-aa7bc3f81a5aa02b8778e2d5/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-aa7bc3f81a5aa02b8778e2d5/Cursor 插件规范与官方插件集合，帮助扩展 Cursor 编辑器的 AI 编程能力。Thu, 01 Oct 2026 21:31:00 GMTCodeLightwheelAI/EgoProhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-938a66d584df3cd9c45f4bee/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-938a66d584df3cd9c45f4bee/EgoPro 聚焦高质量第一视角具身操作数据，支撑复杂任务下的策略学习与泛化能力评估。Thu, 01 Oct 2026 21:31:00 GMTCodeCloudflare/clefhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-614fe610f38846526815614e/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-614fe610f38846526815614e/Cloudflare clef 面向图像文本理解，将多模态解析能力带入边缘计算场景，强调高效与可部署性。Thu, 01 Oct 2026 21:31:00 GMTCodekulkas2pintu/wan777https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-16e5ce90650161eb42779014/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-16e5ce90650161eb42779014/以轻量 Gradio 界面封装 wan777 生成流程，实现开箱即用的交互式生成体验。Thu, 01 Oct 2026 21:31:00 GMTCodeXiaomiMiMo/MiMo-V2.6-RL-osshttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-57f866668fc56e681bc624d3/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-57f866668fc56e681bc624d3/小米开源的MiMo-V2.6强化学习模型权重，面向推理与智能体任务的开源RL训练与评测。Thu, 01 Oct 2026 00:19:18 GMTCodeMoreThought/Fable-5.1-Max-Reasoning-Filtered-10000xhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-8608ee0a25c0acf9508febf2/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-8608ee0a25c0acf9508febf2/经过万倍过滤的高质量最大推理链数据集，面向复杂推理训练、蒸馏与模型能力提升。Thu, 01 Oct 2026 00:19:18 GMTCodenisten/opus5-5-doctor-patient-conversations-all-human-diseaseshttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-8bb6eecf9a0211e663d87d5d/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-8bb6eecf9a0211e663d87d5d/nisten/opus5-5-doctor-patient-conversations-all-human-diseases — 覆盖全人类疾病的医生-患者对话数据集，支持医疗问诊、诊断推理与临床对话模型训练。Thu, 01 Oct 2026 00:19:18 GMTCodeespnet/yodas3https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-8ea74233601650295259cbc1/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-8ea74233601650295259cbc1/ESPnet发布的大规模多语言语音语料库YODAS3，为自动语音识别和语音基础模型提供丰富音频与转写资源。Thu, 01 Oct 2026 00:19:18 GMTCodesecemp9/arxiv-completehttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-a14fb24076f4d936bfc8f00d/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-a14fb24076f4d936bfc8f00d/完整收录arXiv论文的学术语料库，支撑文献检索、科学问答与大模型预训练和微调。Thu, 01 Oct 2026 00:19:18 GMTCodeLocalLLaMA/typed-decisionshttps://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-a33dc1c4e6ac88dbb00043af/https://iheadwater.github.io/dailyinfo-web/code/huggingfacedatasets-a33dc1c4e6ac88dbb00043af/提供类型化决策任务与数据，用于评估LLM在结构化选择中的推理能力与决策一致性。Thu, 01 Oct 2026 00:19:18 GMTCodeLightricks/LTX-2.5https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-6d498d663b0b4b2b4a643392/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-6d498d663b0b4b2b4a643392/Lightricks/LTX-2.5 是高质量图生视频模型，面向时序一致的图像动画化与视频生成。Thu, 01 Oct 2026 00:19:18 GMTCodeQwen/Qwen3.8-27Bhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-9208eaf7d4739ae88bf95af3/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-9208eaf7d4739ae88bf95af3/Qwen3.8-27B 是27B多模态模型，面向强图文理解、推理与文本生成且社区热度极高。Thu, 01 Oct 2026 00:19:18 GMTCodeconvaiinnovations/layahttps://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-9c0f0c631d658e06d9754ba8/https://iheadwater.github.io/dailyinfo-web/code/huggingfacemodels-9c0f0c631d658e06d9754ba8/ConvAI laya 是文本分类模型，面向对话与内容理解场景提供高精度标签判别与语义分类能力。Thu, 01 Oct 2026 00:19:18 GMTCodemultimodalart/jev-decision-indexhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-15805a581073ef080ea91cd4/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-15805a581073ef080ea91cd4/将 JEV 决策索引以静态网页形式发布，提供无需后端的可浏览评估与决策参考。Thu, 01 Oct 2026 00:19:18 GMTCodePepe104/MiniMax-H3-Turbo-Lora-UNCENSOREDhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-28fe7338f43c9f7e6458d2cf/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-28fe7338f43c9f7e6458d2cf/基于MiniMax-H3 Turbo LoRA的无审查图像生成Gradio应用，突出高速推理与高自由度创作。Thu, 01 Oct 2026 00:19:18 GMTCodearudradey/qwen-image-2.1-uncensored-ggufhttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-ac602512180e4ac462e12b53/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-ac602512180e4ac462e12b53/Qwen-Image 2.1 无审查模型的 GGUF 量化 Gradio 应用，降低本地部署门槛并提升推理效率。Thu, 01 Oct 2026 00:19:18 GMTCodeViggle/Qwen-Image-2.1-viggle-turbohttps://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-f4b82a3b26cdfa3944e58391/https://iheadwater.github.io/dailyinfo-web/code/huggingfacespaces-f4b82a3b26cdfa3944e58391/面向 Viggle 场景的 Qwen-Image-2.1-Turbo Gradio 演示，提供加速图像生成与角色动画创作入口。Thu, 01 Oct 2026 00:19:18 GMTCodemksglu/context-modehttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-51e737549b9fd7d426a96155/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-51e737549b9fd7d426a96155/面向 AI 编程智能体的上下文窗口优化系统，通过沙箱化工具输出减少 98% 上下文占用，并持久化会话记忆、跨 17 平台路由。Wed, 30 Sep 2026 19:54:36 GMTCodedebpalash/VoiceStudiohttps://iheadwater.github.io/dailyinfo-web/code/githubtrending-906c17a316736923a8355de0/https://iheadwater.github.io/dailyinfo-web/code/githubtrending-906c17a316736923a8355de0/全本地开源 ElevenLabs 替代方案，支持声音克隆、设计、视频配音、听写、转录和有声书制作，覆盖 646 种语言。Wed, 30 Sep 2026 19:54:36 GMTCode