PreCoMem: Predictive Cognitive Memory for Self-Evolving Long-Term Dialogue Agents
What this work does
PreCoMem maintains confidence-weighted user beliefs and separates tentative hypotheses from committed facts. New evidence reinforces, provisionally extends, or corrects memory through a reliability-adjusted mismatch signal.
THE RESEARCH CONVERSATION
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