Notes from the structural level.

The Work That Comes Before the Build

Where the reliability of AI work is actually determined.

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The Failures That Look Like Finished Work

Invisible by default, which is why catching them takes deliberate verification.

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From Directing Teams to Directing Models

The same governing role, applied to a model instead of a team.

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