Unverified50% confidenceFactExact time
Memory decay has three main engineering implementations: time-based explicit expiration (TTL), usage-frequency-based adaptive decay, and reliance on implicit feedback signals.
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50%
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Long-term
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10/12/2026
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Unverified缓存失效策略包括基于TTL的定期过期、基于业务事件的主动失效、以及人工标记不可缓存类别74% similarUnverifiedCommon architectural patterns for addressing state drift include setting a state TTL with forced refresh upon expiration, introducing event-driven mechanisms where external systems actively push state changes, and executing a read-validate-write process before critical decisions.69% similarUnverifiedSlowave allows programming agents to participate in maintaining their own memory, adjusting memory salience through agent feedback signals (useful, irrelevant, or outdated)65% similarVerifiedThe three main strategies for mitigating catastrophic forgetting are regularization-based methods (such as EWC), replay-based methods (such as Experience Replay), and architecture-based methods (such as Progressive Neural Networks).65% similar
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