AI Governance: Six Tests for CEOs and Boards

From AI Ready Podcast with Harrison Painter by Harrison Painter

May 26, 2026 · 28 min · Episode 95

About this episode

Harrison Painter discusses a new paper on AI governance that introduces a six-test diagnostic for evaluating AI committees in organizations.

A new paper from RAND-affiliated complexity researcher Kyle A. Kilian and Future of Life Institute risk analyst Richard Mallah, published May 20 through the Center for AI Risk Management and Alignment (CARMA), gives executives something that has been missing from enterprise AI governance until now: a six-test diagnostic for evaluating whether the AI committee you stood up actually governs, or whether it just looks like it does. The paper's load-bearing concept is performative adaptivity. Governance that meets monthly, ratifies charters, and updates risk registers without the structural properties to detect a new AI risk in time to respond. The authors argue this failure mode is more dangerous than no oversight at all, because it consumes the organizational energy that would otherwise build real protective capacity. In this episode, Harrison walks through: Who CARMA is and why the RAND + Future of Life Institute pedigree matters The four continuous governance functions every AI committee needs (Sensing, Evaluation, Response, Learning) All six diagnostic tests (Independence, Transparency, Durability, Accountability, Authority, Scope Adequacy) Where The 7 Levels of AI Proficiency…

People in this episode

Host: Harrison Painter

Topics covered

AI governance
executive decision-making
risk management
organizational oversight
AI proficiency

Keywords

AI governance
six-test diagnostic
performative adaptivity
risk management
AI proficiency

Mentioned in this episode

Organizations: RAND, Future of Life Institute, Center for AI Risk Management and Alignment

Books & works: AI Governance: Six Tests for CEOs and Boards