About the Author

Kevin Steffensen writes about institutional learning, corrigibility, and the operational disciplines required when outcomes are high-stakes and certainty is unavailable.

His work focuses on how organizations preserve correction under pressure and how leaders design systems that remain responsible when prediction fails.