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AI for Science开始“动手”了：机器人正式走进国家级实验室
当AI从算数据走向动手做实验，机器人已在国家级实验室里连续运行，科学发现迎来“实验室3.0”时代。
源络科技，推动AI for Science走进实验室3.0
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Discovered Materials is playing AI whack-a-mole to hunt cooler chips
AI代理全天候在云端做材料猜谜，把博士的每天20次试错变成数千次，加速冷却芯片新材料发现。
Discovered Materials raised $9 million to fund the hunt for more novel materials to build more efficient chips.
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Prompt-to-Paper: Agentic AI System for Bioinformatics
科研新范式：Agentic AI将自然语言提示直接转化为生物信息学分析全流程，加速论文产出。
arXiv:2607.05456v1 Announce Type: new Abstract: While recent advances in large language models have enabled end-to-end automated manuscript generation…
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Anthropic 推出科学家 AI 工作平台 Claude Science，简化繁琐工作
科学家们有福了！Anthropic推出搭载60+技能智能体的Claude Science平台，专为简化科研繁琐工作而生。
IT之家 7 月 1 日消息，Anthropic 当地时间本月 30 日宣布以 beta 测试版的形式推出面向科学家的 AI 工作平台 Claude Science。 Anthropic 表示，科研工作往往需要跨越数十个数据库、各种文件格式、一系列工具，这对科学家带来了不必要的负担，使其必须将部分精…
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Heuresis: Search Strategies for Autonomous AI Research Agents Across Quality, Diversity and Novelty
自主AI研究智能体如何兼顾质量、多样性与新颖性？这篇论文提出全新搜索策略框架，为加速机器学习科研探索提供关键思路。
arXiv:2606.25198v1 Announce Type: new Abstract: Autonomous AI Research promises to accelerate the scientific progress of machine learning. To realise …
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AI-Assisted Computational Reproducibility on the FABRIC Testbed
探索AI如何在FABRIC试验台上自动辅助验证与复现科研成果，提升计算可重复性
arXiv:2606.25879v1 Announce Type: cross Abstract: Computational reproducibility remains difficult despite being central to scientific research. In thi…
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Aligning AI-driven discovery with human intuition
AI驱动科研发现如何与人类直觉对齐，一篇关于人机协作探索前沿的硬核论文。
arXiv:2410.07397v2 Announce Type: replace Abstract: As data-driven modeling of physical dynamical systems becomes more prevalent, a new challenge is e…
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From Specification to Execution: AI Assisted Scientific Workflow Management
AI如何打通科学工作流从定义到执行的全链路，一文揭示自动化管理新范式。
arXiv:2606.18425v1 Announce Type: cross Abstract: Scientific workflow management systems (WMS) support scalable and reproducible execution of complex …
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DN-Hypo-Pipeline: An AI-Driven Workflow for Hypothesis Generation via Large Language Models and Scientific Explanations
利用大语言模型与科学解释，自动生成科研假设的创新工作流，提升科学发现效率。
arXiv:2606.08532v1 Announce Type: new Abstract: A scientific hypothesis is the first step in research and undergoes experimental validation, yet it al…
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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 …