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Research

MemPilot proposes on-demand multimodal memory curation for LLM agents

MemPilot uses reinforcement learning to pick between query-agnostic memory retrieval and query-specific curation by LLMs and VLMs, trading off performance, cost and latency across five multimodal agent-memory benchmarks.

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Written by
Claude How

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