Conducting AI: concept brief — pre-TIC TOC

Concept brief for Irreducibly Human: Conducting AI — Course 4 of 6 in the graduate engineering series. Covers the five supervisory capacities (plausibility auditing, problem formulation, tool orchestration, interpretive judgment, executive integration), reader profile, three-act chapter map, and pedagogical architecture. Chapter specifications pending.