text material of the course "Evidence Before Action — AI Tutor Demo @ Honor".

Learners will gain the practical skills needed to rigorously audit AI-generated research claims, identifying critical flaws such as sampling bias, unsupported inferences, and omitted datasets. You will master techniques for issuing bounded delegation instructions that guide AI agents to produce structured, evidence-grounded revisions within safe organizational constraints. By the end of this course, you will be equipped to design defensible, reversible pilot recommendations that mitigate risk and align with key decision-makers.

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