Learning What to Remember: A Cognitively Grounded Multi-Factor Value Model for Agentic Memory

In three linesMulti-factor value model for long-running LLM agent memory. Seven cognitive factors (emotional intensity, goal relevance, value alignment, etc.) weighted via gradient-free optimization. Retains 77% of critical evidence vs 36.8% for recency baseline on LongMemEval.

Summary generated by Claude — human-verified