Unverified60% confidenceFactTime unknown
Before ReAct was proposed, large models' reasoning capabilities (represented by Chain-of-Thought) and action capabilities (represented by Action Generation) were two independent lines of research
2
Sources
60%
Confidence
Long-term
Relevance
6/1/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedReAct框架让模型交替进行思考(Thought)和行动(Action)，泛化能力强但每一步推理存在不可忽视的随机性82% similarVerifiedThe ReAct (Reasoning + Acting) framework enables models to alternately perform reasoning and action.78% similarUnverifiedThe more capable of action a model becomes, the more it requires accompanying verification, rate-limiting, and fallback mechanisms.76% similarVerifiedReAct要求模型在每一步明确输出「思考—行动—观测」的三元组，形成可追踪的决策轨迹76% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/22368API
curl https://kongchang.com/api/v1/knowledge/claims/22368MCP
get_claim(id=22368)