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cs.AI2026

BayesEvolve: Explicit Belief States for Autonomous Scientific Discovery

Xuening Wu, Shan Yu, Qianya Xu +1

Autonomous scientific discovery systems increasingly use large language models (LLMs) to propose new hypotheses, but many such systems condition primarily on experimental memory: a…