Constraint-First AI Design: Building Systems That Can Prove What They Show

This article by Yves Binda argues that AI experience design is fundamentally flawed when it prioritizes fluent, convincing responses over verifiable, constrained outputs. It advocates for a "constraint-first" architecture where AI systems are designed with built-in verification g