Unverified50% confidenceSolutionExact time
带诊断式反馈的重试循环将具体错误作为新上下文注入下一轮对话，其成功率显著高于无信息重试，理论基础来自Self-Refine、Reflexion等LLM自我改进研究
1
Sources
50%
Confidence
Long-term
Relevance
7/20/2026
First Seen
Sources
Related Claims
Unverified带诊断式错误反馈的重试循环（最多3次）比无信息重试成功率更高，通常1-2次重试即可解决格式问题77% similarUnverifiedIn the ReAct framework, if the first reasoning step is biased, all subsequent steps will stack upon the erroneous premise, forming a "cognitive avalanche" effect — i.e., the risk of error accumulation.74% similarUnverifiedMistake-Aware Training和RISE（Recursive Introspection）等研究方法将失败轨迹的利用作为核心机制，在复杂编程和数学推理任务上取得显著性能提升73% similarUnverified在功能尚未完全成熟的阶段引入外部测评可能会放大潜在问题的曝光度72% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/571888API
curl https://kongchang.com/api/v1/knowledge/claims/571888MCP
get_claim(id=571888)