Keep Judgment in the Loop

A human glance is not the same as human judgment. Intent before output The human defines purpose, audience, and risk before the model starts. Without that, review becomes cleanup rather than leadership. Context during review The human checks what the model cannot know reliably: relationships, commitments, timing, and consequences. Accountability before use The human decides whether the output is safe to use. If you would not defend the content in a meeting, you are not ready to send it.

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