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Operational story trace

Long-Term Memory

Current stateDevelopingstatus changed Oct 5

Latest change

PACMI (Oct 5) tackles stale memory: it invalidates dependent memories when an upstream fact is outdated, tracked through provenance.

Earlier contextThe story so far

Agent memory research started with how to store conversational memory: AutoViewMem proposed self-configuring views instead of fixed granularities. A benchmark post then asked how to evaluate long-term memory beyond the context window.

editor-curated · source-linked

Arc

Sep 18Oct 5 · now
STORAGE · Sep 18
AutoViewMem configures memory views per conversation
1 source · show source ▾
EVALUATION · Sep 22
A benchmark post asks how to evaluate memory beyond context windows
1 source · show source ▾
NOW · Oct 5
PACMI cascades invalidation through provenance-linked memories
1 source · show source ▾

What to watch — open questions

  • Does PACMI's invalidation cascade hold up on an independent long-horizon agent benchmark?
  • Will the long-term memory benchmark be extended to score stale-memory handling?
How this thread was built
editor wrote the arc · 3 beatswatcher 1 status change

Storylines are threaded mechanically from the feed: stories that share a distinctive anchor across multiple days and sources. Each item links to its original source. The evidence trace, current state, and open questions are written by the editor routine and refreshed whenever a new beat lands.