Everything on Learning & Development

AI improves long-term skill when it elevates learning environment quality via superior examples, countering the assumption that reduced effort always leads to skill atrophy.

Impact: Enables organizations to boost productivity while simultaneously enhancing workforce capabilities through observational learning.

— from AI as Coach: Leveraging Grit and Situational Agency for Excellence · HBR IdeaCast· Jul 23, 2026

Dedicated team-based learning initiatives significantly outperform individual experimentation in driving AI adoption, velocity, and engagement.

Impact: Allocating structured time for collective learning, such as agent-only sprints, accelerates proficiency and builds a supportive community of practice.

— from AI Engineering Strategy: Culture, Debt, and Adoption · Engineering Enablement by DX· Jun 29, 2026