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Which ‘AI scientist’ suits your lab? A guide for the perplexed
Nature指南帮你选对AI科学家，30分钟完成基因组分析，识别阿尔茨海默风险等位基因，颠覆科研效率。
Nature, Published online: 10 July 2026; doi:10.1038/d41586-026-02091-6 General purpose AI tools for science, such as Claude Science, promise to accele…
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Claude Fable is useless for bioinformaticians
生物信息学用户吐槽Claude过度安全审查，简单科研请求也遭拦截，AI安全政策的边界值得深思。
It’s infuriating any simple request related to common bioinformatics work and computational biology is flagged. Like we are we are trying to weaponize…
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PeerCheck: Enhancing LLM-Generated Academic Reviews Towards Human-Level Quality
学术评审不堪重负，PeerCheck让LLM辅助评审质量逼近人类专家。
arXiv:2606.20897v1 Announce Type: cross Abstract: As academic submissions grow, the traditional peer review process struggles to keep up, raising conc…
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AI can help scientists publish less
基于Nature Astronomy新观点，探讨AI如何帮助科学家减少冗余发表、转向高质量研究
arXiv:2606.13829v1 Announce Type: cross Abstract: We can do more than defend science from a flood of AI-assisted papers. Used well, AI offers a histor…
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Escaping the KL Agreement Trap in On-Policy Distillation
只要输入论文链接或标题，就能生成关联文献图谱，帮研究者快速发现领域脉络与核心工作。
arXiv:2606.09471v1 Announce Type: new Abstract: On-policy distillation (OPD) provides dense token-level supervision by asking a teacher to score stude…
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Daily briefing: The known protein universe just got a lot bigger
机器人实验室能自动处理液体、培养细胞、操作仪器，让科学家专注实验设计与结果解读，大幅提升科研效率。
Nature, Published online: 27 May 2026; doi:10.1038/d41586-026-01713-3 A new AI tool has generated an atlas of more than one billion predicted protein …
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sciwrite-lint: Verification Infrastructure for the Age of Science Vibe-Writing
把代码界的「lint」搬到科研引用验证上，本地秒跑、查漏补缺，从源头上消灭错误引用。
arXiv:2604.08501v2 Announce Type: replace-cross Abstract: Scientific papers make claims about prior work backed by citations. Verifying those citation…
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Human-AI Collaboration in Science at Scale: A Global Large-scale Randomized Field Experiment
全球大规模随机实验，验证LLM能否为科学协作提供可扩展的反馈
arXiv:2605.24180v1 Announce Type: cross Abstract: Collaboration is the defining mode of modern science, yet its core mechanism -- feedback -- remains …
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An AI Interface for Research Papers
用AI重新定义科研论文的阅读与检索方式，一篇探讨交互界面创新的思考。
Article URL: https://justinross.substack.com/p/an-ai-interface-for-research-papers Comments URL: https://news.ycombinator.com/item?id=48269299 Points:…