Perspectives

A perspective on how AI outputs should be evaluated in governance contexts, arguing for decision-centric evaluation grounded in uncertainty, bounded rationality and enterprise governance principles.

A position paper arguing that AI governance in regulated organisations is fundamentally a question of distributed cognition, cultural alignment and architectural coherence.