LLM agents can improve across tasks without updating model parameters by storing experience from their own executions in external memory and reusing it to guide later decisions. A central design quest
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More Memory, Worse Agents: Error Reproduction and Anti-Persistence in LLM Agents was first seen on Hugging Face · Daily papers on Oct 21, 2026. Since then it appeared in 6 hourly checks across 2 days, peaking at #27 on Oct 22, 01:18 UTC. It was last on the list on Oct 22, 01:18 UTC.
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