Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory

arXiv:2605.19952 · cs.CL · Submitted 2026-05-19 · Read on arXiv

cs.CL

Submitted: 2026-05-19

Updated: 2026-10-20

Comments: Accepted by NeurIPS 2026

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Fidelity — 1× in this paper · explained in 2 episodes
• Semantic Understanding — 1× in this paper · explained in 2 episodes

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