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Sleeptime memory consolidation: an agent that edits its own memory and proves it still remembers

This story is from 2026-10-03. It is preserved in the archive; the latest stories are on the live feed.

Most agent memory today is one of two failure modes. Either it's an append-only log that grows until the context window chokes on six-week-old trivia, or it's a lossy summary that quietly rewrites history and can't tell you what it dropped. Both avoid the actual hard part: Deliberate, auditable for…

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  1. 2026-10-03 18:42 · DEV Community — AI
    Sleeptime memory consolidation: an agent that edits its own memory and proves it still remembers

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