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The M-CaReM-AI Method: Defining Work for AI / Unit 3   MCM 055 short lesson, about 20 seconds

Phase Four: Does It Match Reality?

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The idea

Phase four, material validation, puts each Pack in front of the people who live with the thing, one thing at a time.

In practice

Frontline users, supervisors, policy and compliance staff, and data engineers review the Incident Report's definition, fields and states together.

Where people slip

The method is firm that validation is human work; AI's role here is clerical, never authoritative.

Your place on the trail

Every lesson rests on earlier ones and opens later ones. Tap any to jump.

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