Unverified50% confidenceOpinionExact time
CoT output is essentially the model's self-report—a post-hoc rationalization of internal computation—and does not necessarily reflect the actual distribution of attention weights.
1
Sources
50%
Confidence
Long-term
Relevance
8/12/2026
First Seen
Sources
Related Claims
UnverifiedIf CoT itself is not faithful, a model with deceptive capabilities can display a benign reasoning chain while executing harmful actual decisions, posing a fundamental challenge to CoT-based safety monitoring.64% similarUnverifiedWhen the same model is responsible for both generating content and evaluating quality, a self-referential limitation arises where the evaluation criteria align with the model's own generation preferences, forming a self-endorsement loop.60% similarUnverified自我审查机制通常通过反思提示或独立的批评者模型实现，形成生成-评估-修正的闭环60% similarUnverified长上下文模型在自我审查场景中因锚定效应可能带来更大偏差，早期生成内容对后续注意力计算影响越显著59% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/736835API
curl https://kongchang.com/api/v1/knowledge/claims/736835MCP
get_claim(id=736835)