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PathwayAI

Module 8 · Chapter 5: Memory and ledgers

Context is not memory

5 min read5 min readReviewed 26 October 2026

In short

The model sees only this session's context; what must last is written to memory outside the session. Written memory never expires on its own, so date it, mark what is stale, and recheck moving facts before acting.

After this lesson you can

  • Tell one session's context apart from memory kept outside the session
  • Mark stale facts in an agent's memory notes

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