MemoryBank: Enhancing Large Language Models with Long-Term Memory

Catalog evidence and recorded chart appearances. Inclusion is not an endorsement.

Source snapshot imported 2026-10-20. This is not a live feed. Source and contributions.

Evidence and limits

Finding: A long-term conversation system can retrieve, summarize, update, and selectively retain interaction-derived information.

Impact: Watch explicit update and retention evaluation. Reject an anthropomorphic forgetting curve as a sufficient retention or deletion policy.

Boundary: Companion-style interactions and simulated evaluation do not establish correction, consent, or governance. Next: which retention changes require an owning-system rule or human decision?

Flags: simulated users; anthropomorphic retention model

Record State: Catalog review recorded; not a performance endorsement

What was reviewed: Structure and relevance screened; not a full evaluation

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Recorded chart appearances

  • 2026-10-13: position 42. Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence
  • 2026-10-12: position 41. Relevant to the recorded review topic (see source); Structure and relevance screened; not a full evaluation evidence