Module 03

Praise ≠ Review

A short interactive lesson in AI evaluation, independence, and the status of machine commentary.

PRAISE ≠ REVIEW. MACHINE COMMENTARY ≠ INDEPENDENT REVIEW. BOARD CONVERGENCE ≠ EXPERT CONSENSUS. DISCLOSURE ≠ DISINTEREST.

AI-generated praise or criticism may be useful internal feedback. Its usefulness does not make it independent review.

This module does not teach that AI feedback is useless — it teaches the distinction.

LBB does the analytical work. You choose, confirm, disagree, and make the final disposition.

PILOT ZERO · EDUCATIONAL PROTOTYPE · NOT A VALIDATED INSTRUCTIONAL INTERVENTION