LLM agents execute scientific tasks but fail to follow core scientific reasoning norms such as evidence consideration and belief revision based on refutations.
& Allen, C.The Influence of Scaffolds on Coordination Scaling Laws in LLM AgentsinWorkshop on Scaling Environments for Agents()
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AI scientists produce results without reasoning scientifically
LLM agents execute scientific tasks but fail to follow core scientific reasoning norms such as evidence consideration and belief revision based on refutations.