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News/Evidence-Informed LLM Beliefs for Continual Scientific Discovery
arxiv
PublishedJune 30, 2026 at 4:00 AM

Evidence-Informed LLM Beliefs for Continual Scientific Discovery

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arXiv:2606.29182v1 Announce Type: new Abstract: Open-ended scientific discovery with large language models (LLMs) increasingly operates as a long-horizon loop of hypothesis search and verification, where a reward signal guides which hypotheses to test next. A notable recent example is AutoDiscovery,

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