Beyond Verification — What Responsible AI Really Demands of Human Experts
MIT study reveals what boards are getting wrong about 'responsible AI'—it's not about verification.
Why it matters
Fifth-year longitudinal study from MIT Sloan and BCG on how organizations are actually implementing responsible AI governance. Signals a shift from compliance theater to structural expertise demands in enterprise AI deployment.
The key facts
9 to knowMIT Sloan & BCG fifth-year expert panel study on responsible AI implementation
International survey of AI experts (academics + practitioners)
Focus on organizational implementation of responsible AI across sectors
Emphasis on role of human experts in responsible AI governance
MIT Sloan Management Review + BCG fifth annual responsible AI expert panel
Focus on responsible AI implementation across organizations globally
Mix of academic and practitioner perspectives
Study addresses human expertise requirements for responsible AI
Published May 2026 — part of ongoing governance research stream
Go to the source
MIT Sloan Management Reviewsloanreview.mit.edu
Publisher excerpt: For the fifth year in a row, MIT Sloan Management Review and Boston Consulting Group (BCG) have assembled an international panel of AI experts that includes academics and practitioners to help us understand how responsible artificial intelligence is being implemented across organizations worldwide.…