Unverified50% confidenceTradeoffExact time
The Agent's memory expands as processing volume grows, and if outdated business rules are not cleaned up, they may mislead subsequent judgments, so a periodic review and elimination mechanism needs to be designed.
1
Sources
50%
Confidence
Long-term
Relevance
10/14/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedWhen multiple agents share the same long-term context, erroneous memories and information that should not be shared are amplified together, forming a positive feedback loop of memory contamination.78% similarUnverifiedAn overly long agent.md instruction file dilutes the model's attention, causing it to follow one rule while violating another.74% similarUnverifiedContext contamination exists in multi-step agent reasoning, where early erroneous reasoning or redundant information continuously affects subsequent judgments.73% similarUnverifiedAgents can accelerate delivery but can also rapidly amplify errors when unsupervised, making it necessary to retain essential human checkpoints.73% similarUnverified若持续清除工具输出，Agent需要重新检索已拥有的信息，导致更多工具调用，既费token又更慢且记忆召回更差73% similar
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