Axiomatic Design Foundations for AI-Driven Collective System Design
How Collective System Design and Axiomatic Design provide the structure for trustworthy AI in engineering education — from the Flame Model and the CSD 12-Step process to the AI-augmented Requirements Ledger that audits a design without ever authoring it.