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Diagnostic Foundation for Evaluating LLMs' Research Integrity as Co-Scientists
为评估大模型在科研协作中的诚信表现提供全新诊断框架，帮助研究者理性看待AI“共作者”。
arXiv:2608.12345v1 Announce Type: new Abstract: Language models are increasingly deployed as co-scientists, yet their ability to uphold research integ…
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零人工干预，上海 AI 超级科研工厂五天完成 135 项真实科研任务
零人工干预，五天完成135项科研任务，上海AI超级工厂用大模型打通科研全流程闭环，展现人工智能在物质科学领域的突破性应用。
IT之家 7 月 16 日消息，2026 年世界人工智能大会暨人工智能全球治理高级别会议定于 7 月 17 日至 20 日在上海世博展览馆、世博中心、张江科学会堂、西岸国际会展中心举行。 据央视新闻今日报道，大会召开之前，一场为期五天五夜的无人科研试验在上海完成 —— 由上海科学智能研究院牵头建设的…
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Toward Auditable AI Scientists: A Hypothesis Evolution Protocol for LLM Agents
为LLM智能体设计可审计的假设演化协议，让AI科学家过程透明可信
arXiv:2607.09195v1 Announce Type: new Abstract: Large language model (LLM) agents are increasingly expected to play a central role in AI-driven scient…
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Thinking Like a Scientist? A Structural Study of LLM-Generated Research Methods
评估大模型能否像科学家一样思考：从结构层面剖析LLM生成的研究方法，揭秘AI科研的成色与局限。
arXiv:2606.26130v1 Announce Type: cross Abstract: Large Language Models (LLMs) are increasingly used to guide research methodology, yet their default …
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Stable Menus of Public Goods: AI-Enabled Progress
AI助力经济学研究：用开放问题测试AI工作流，探索公共品菜单稳定性的新实验方法。
arXiv:2606.16989v1 Announce Type: cross Abstract: Using an open problem from the EC 2025 paper "Stable Menus of Public Goods" as a testbed, we conduct…
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Claw AI Lab: An Autonomous Multi-Agent Research Team
多智能体自主协作研究，一篇论文就是一个AI科研团队的成果！
arXiv:2605.22662v1 Announce Type: new Abstract: We present Claw AI Lab, a lab-native autonomous research platform that advances automated research fro…
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Optimized Three-Dimensional Photovoltaic Structures with LLM guided Tree Search
结合LLM与树搜索自动生成高效3D光伏结构，突破平面效率极限的AI科研案例。
arXiv:2605.16191v1 Announce Type: new Abstract: We present a case study for how AI coding systems can be used to generate novel scientific hypotheses.…