Just-in-Time Memory Curates Task-Adaptive Information for LLM Agents
September 22, 2026
This method replaces fixed write-time memory distillation with a system that retains raw trajectories and defines memory utility at query time. This approach avoids the irreversible information loss caused by query-independent summaries.
HOW THIS AFFECTS YOU
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builderYou can implement this to prevent your agents from discarding useful information during the summarization phase.
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researcherThis addresses the long-horizon credit-assignment problem in agentic memory.