AI不再只是工具，已能独立提出科学假设并设计验证方案，科研范式正在被改写。
Nature, Published online: 30 June 2026; doi:10.1038/d41586-026-01873-2 AI agents collaborate to generate biomedical hypotheses and analyse data, movin…
最新大规模科学家参与评估揭示，当前AI在科学假设生成中缺乏发散与否定能力，挑战了AI加速科学发现的乐观预言
arXiv:2606.08251v1 Announce Type: cross Abstract: Bold projections that artificial intelligence will accelerate scientific discovery have raced ahead …
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…
提出一种基于研究者指定协变量条件生成假设的新方法，提升大模型文本分析的可控性与准确性。
arXiv:2606.03029v1 Announce Type: cross Abstract: A core goal of computational social science is to discover interpretable differences in how language…
渐进式信息揭露下评估LLM科学假设生成的新基准，挑战模型创新推理极限。
arXiv:2605.30284v1 Announce Type: new Abstract: Scientific discovery is an inherently creative and uncertain process, requiring reasoning beyond the r…
儿童与语言模型在假设生成和归纳推理上的相似性，揭示人类与AI在不确定性下构建心理模型的计算原理
arXiv:2605.24528v1 Announce Type: new Abstract: Real world decision-making requires constructing mental models under uncertainty over evidence, over t…