Summary: Knowledge bases decay: completed projects keep resurfacing, abandoned plans show up as “50 days late”, and clipped files never get processed. The AI only knows what you tell it, so a living system needs routines that check freshness and loops that check whether the routines themselves still run, produce output, and are still wanted.

Key ideas

Disagreements & open questions

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second-brain · llm-wiki