Unverified50% confidenceSolutionExact time
The recommended reset strategy is to proactively start a new conversation session to clear the context and re-describe the problem in more precise natural language when errors have not converged after more than 3 rounds.
1
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50%
Confidence
Long-term
Relevance
9/12/2026
First Seen
Sources
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Unverified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78% similarVerifiedIncremental Prompting can reduce hallucinations and logical errors in large language models when processing complex instructions74% similarUnverifiedIn the end-to-end LLM approach, any single prompt adjustment may trigger regressions requiring the entire evaluation pipeline to be re-run, which is costly and slows down iteration.71% similarUnverifiedOperations such as switching models, switching inference intensity, toggling fast inference mode, compressing conversations, and resuming after cache expiration all cause prompt cache invalidation.70% similar
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