Decay
4 articles about decay.
AI Agent Memory - The Unsolved Problem of What to Remember vs What to Forget
·3 min read
The unit of knowledge is not a fact but a decision with context. The harder problem is how an agent decides what to keep and what to let decay based on
memoryknowledge-graphai-agentscontextdecayllmdevs
Memory Triage for AI Agents - Why 100% Retention Is a Bug
·6 min read
AI agents that remember everything drown in irrelevant context. Smart memory triage using LRU decay, access frequency scoring, and hybrid retention policies cuts active memory by 50-60% while improving recall accuracy.
memoryai-agenttriageretentioncontext-managementdecay
Ebbinghaus Decay Curves for AI Agent Memory - Beyond Vector Similarity
·2 min read
Most AI agent memory systems rely on vector similarity search. Ebbinghaus decay curves offer a smarter approach - letting agents naturally forget low-value
memoryai-agentebbinghausdecayvector-similarityforgetting
30 Days of Stress Testing an AI Agent Memory System
·2 min read
What happens when you push an AI agent memory system to its limits for 30 days. Results on retention, decay, and what actually persists across sessions.
memoryai-agentsstress-testingretentiondecaypersistenceknowledge-graph
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