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研究团队调查发现超七成英语生物医学论文已使用 AI 辅助写作，呼吁业界建立完善监管机制
精准识别生物医学论文中的AI辅助写作痕迹，为学术诚信提供数据支撑，多引擎检测更可靠
IT之家 8 月 25 日消息，据外媒 phys 报道，近期 Lena Holzwarth 带头的研究团队分析了来自 PubMed Central 平台的 119 万余篇英文生物医学论文，发现生成式 AI 正迅速融入学术论文写作。 研究人员通过分析论文中的“AI 高频用词”（例“delves”“ex…
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LLM assisted writing deserves empirical evaluation
LLM辅助写作效果究竟如何？这篇论文呼吁用实证方法检验，而非凭感觉判断。
arXiv:2608.22124v1 Announce Type: new Abstract: LLM-assisted writing is often treated as a detection problem, as it raises questions about clarity, in…
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Asymmetric Capacity Allocation in Self-Refinement Pipelines
探索自精炼流程中非对称容量分配策略，揭秘资源优化与推理效率的关键突破。
arXiv:2608.21345v1 Announce Type: new Abstract: Self-refinement, typically structured as generation, critique, and revision, is a widely adopted parad…
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加州伯克利数学教授撰文批评学生基础差，却被抓包“用 AI 写的”
教授批学生数学差，自己文章却被检出33%AI生成，这波“双标”引发教育圈热议。
IT之家 8 月 23 日消息，据英国《卫报》20 日报道，加州大学伯克利分校数学教授兹韦兹德利娜 · 斯坦科娃日前在《旧金山标准报》撰文批评部分学生存在“严重”的数学基础缺失，却又承认文章本身曾借助 AI 编辑，由此引发争议。 《旧金山标准报》上周刊登了斯坦科娃一篇约 2000 词的评论文章。她指…
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The Lifecycle of LLM-as-a-Judge for Large-Scale Recommendation Explanations
揭秘LLM裁判在推荐解释中的全生命周期，从训练到部署的工程实践与挑战一网打尽。
arXiv:2608.18300v1 Announce Type: new Abstract: LLM-as-a-Judge, which leverages a large language model to evaluate natural language generated by anoth…
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When AI Designs AI: Innovation or Imitation?
AI自我进化的边界在哪？这篇论文直面“AI设计AI”是创新还是模仿的终极拷问。
arXiv:2608.17471v1 Announce Type: new Abstract: Recent advances in LLM agents have made them increasingly capable of designing methods for complex AI …
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Hidden Prompts in Manuscripts Exploit AI-Assisted Peer Review
AI审稿系统藏漏洞，18篇论文暗嵌白字指令操控评审结果
arXiv:2507.06185v2 Announce Type: replace-cross Abstract: In July 2025, 18 academic manuscripts on arXiv contained hidden instructions that manipulate…
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Looking for an ArXiv Endorser – AI / Computer Science
AI/CS研究者快来帮把手，作者正在为论文寻找ArXiv背书人，机会难得。
Article URL: https://github.com/paibyun9/EGA-V9 Comments URL: https://news.ycombinator.com/item?id=49357141 Points: 1 # Comments: 2
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Semantic Uncertainty-Guided Orchestration in Hierarchical Multi-Agent Systems
从语义不确定性切入，为层级多智能体协作提供全新编排思路，适合关注大模型Agent与系统优化的读者。
arXiv:2608.14707v1 Announce Type: new Abstract: As large language model (LLM)-based multi-agent systems become increasingly capable, coordinating agen…
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KDD'26美团学术论文精选及KDD Cup'26 DataAgents赛道冠军思路解读
本文精选了美团技术团队被 KDD 2026 收录的 8 篇论文进行分享，这些论文覆盖了推荐大模型、生成与奖励建模框架、智能体搜索、Transformer 框架、元泛化框架等技术领域。
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Robustness of AI-Art Detectors under Generator Shift
直达arXiv论文页，帮你快速获取AI艺术检测器鲁棒性研究的最新成果。
arXiv:2608.11643v1 Announce Type: cross Abstract: Text-to-image generative models have advanced rapidly, with modern Diffusion Transformer architectur…
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Why AI Detection Fails for Academic Integrity
AI检测器无法区分AI编辑与整篇生成，一项对照研究量化了学术诚信政策的失灵，值得每位教育者和研究者关注。
arXiv:2608.11256v1 Announce Type: new Abstract: Institutions use commercial AI detectors for academic integrity, yet detectors cannot distinguish AI e…
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Show HN: A extension for fast research and citations
浏览器扩展，划词即得APA/MLA等引用，八向径向菜单高效管理研究资料。
Article URL: https://github.com/fluryjanis/ResearchWheel Comments URL: https://news.ycombinator.com/item?id=49264396 Points: 1 # Comments: 0
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The Download: the next big thing in LLMs and how AI academic research is shifti
不止大模型的下一个爆点，还有AI学术研究转向与硅谷开源之争，快速掌握AI圈今日焦点。
Article URL: https://www.technologyreview.com/2026/08/11/1141610/the-download-next-big-thing-llms-ai-academic-research-shifting/ Comments URL: https:/…
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Ask HN: How do you use LLMs for your research?
面对陌生领域研究，如何用LLM找到最优解？看看HN开发者们的实战经验与提问技巧。
I'm doing several researches such as trading, ML which are domains that I'm not really familiar for. however, I think problems I want to solve is rela…
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我国主导的生命科学领域国际学术期刊：《Vita》纸质刊首期发布，学术水平上对标三大国际顶刊及其子刊
IT之家 8 月 12 日消息，据央视新闻报道，今天，我国主导的生命科学领域《Vita》系列期刊纸质刊首期发布。 “Vita”一词源自拉丁语，中文为“生命”之意 。《Vita》系列期刊由主刊《Vita》和系列子刊组成，依托“生命科学开放联盟”相关高校和机构共同建设。 生命科学开放联盟由内地与港澳 1…
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From Single Chatbots to Governed Agent Ecosystems: An Agentic AI Pattern Catalogue and Orchestration Framework for Mission-Critical Hospital Information Management Systems
聚合前沿论文的预印本平台，第一时间追踪AI研究动态，科研追新必备利器。
arXiv:2608.07627v1 Announce Type: new Abstract: Hospitals are racing to embed AI, while coping with the surge in adaptation of the technology in other…
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Peer review is overwhelmed—can it survive in the AI era?
AI激增的论文量压垮同行评审，这项制度能否续命？
As research and AI-assisted papers surge, volunteer reviewers struggle to keep up.