Unverified50% confidenceFactExact time
CoT faithfulness refers to whether the reasoning chain output by a model truly reflects its actual internal computation process, and it is an independent dimension from answer correctness.
1
Sources
50%
Confidence
Long-term
Relevance
10/19/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedFaithfulness refers to whether the reasoning process in a model's output truly reflects its internal computational logic, in contrast with Plausibility.70% similarUnverifiedResearch from institutions such as Anthropic and DeepMind indicates that CoT reasoning chains exhibit a systematic post-hoc rationalization phenomenon, in which models sometimes arrive at an answer first and then construct reasoning steps in reverse.70% similarVerified推理能力基于思维链（Chain-of-Thought, CoT）技术，模型在给出最终答案前生成内部逐步推导过程70% similarVerifiedThe core finding of CoT is that when models are asked to think step by step, accuracy on tasks such as arithmetic and commonsense reasoning improves substantially.67% similarUnverifiedReAct与Chain-of-Thought的本质区别在于：CoT是纯粹推理增强，思维发生在模型内部；ReAct则允许模型在推理中真实调用外部工具并纳入观察结果67% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/1066025API
curl https://kongchang.com/api/v1/knowledge/claims/1066025MCP
get_claim(id=1066025)