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How to ThinkIn the Age of AI
Principlev1PR-925

Commit to structural changes (process, checklist…

Commit to structural changes (process, checklist, information flow, defaults) rather than personal resolutions as the test of learning from error.

Why This Is a Principle

Derives from The behavior of a system arises from its structure… (behavior arises from structure), Every system is perfectly designed to get the results… (systems designed for their results), and A production system produces results; roughly 94%… (94% system problems). This principle prescribes what constitutes genuine learning—structural change, not personal commitment.