Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning 事件

Demystifying Scientific Problem-Solving in LLMs by Probing Knowledge and Reasoning arXiv:2508.19202v3 Announce Type: replace Abstract: Scientific problem solving poses unique challenges for LLMs, requiring both deep domain knowledge and the ability to apply such knowledge through complex reasoning. While automated scientific reasoners hold great promise for assisting human scientists, there is currently no widely adopted holistic benchmark for evaluating scientific reasoning, and few approaches