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ReAct: Interleave Thought and Action, but Do Not Treat a Few-Shot Loop as an Agent Runtime

Intermediate Agent runtime, safety, and evaluation

ReAct Deep Dive: Part 1 , Note: Aug 27, 2026 , Paper: 2023 , NLP

A source-grounded reading of Yao et al., ICLR 2023: language thoughts join the action space, while HotpotQA, FEVER, ALFWorld, and WebShop keep hallucination, search failure, and the abstract's +34% / +10% in separate buckets.

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