[KongchangAI]
Conceptnegative memory / 失败记忆

Negative Memory

A type of memory mechanism in AI agents dedicated to recording solutions that have been proven ineffective in past interactions. This enables agents to recognize and exclude previously failed approaches in subsequent interactions, avoiding repeated suggestions and improving problem-solving efficiency.

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Sep 28

Misjudgment of feedback signals is one of the greatest risks in negative memory systems: incorrectly labeling valid solutions as failures causes systemic losses.

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