Managers are no longer supervising work—they are shaping how employees think, communicate, and engage with the business. Discover Play 5 of building expertise in the age of AI: the preceptor model, and why manager coaching is the layer that turns the other four plays into a real pipeline.

The question is shifting from "What did you study?" to "How do you think?" Discover Play 4 of building expertise in the age of AI: hiring for judgment over tool fluency, the rise of the "general athlete," and why firm-specific judgment is the durable investment.

As machines become more capable, human wisdom becomes more valuable. Explore the enduring human advantage in an AI world—creativity, vision, ethics, strategic imagination, meaning-making, and trust—and why it is the heart of leadership.

New HBR research names the pattern quietly stalling AI strategy: leadership drift. This week's AI Leadership Edge covers the signal, a leadership lesson on culture, the agentic AI readiness gap, and five questions for your next leadership meeting.

For the first time, apprenticeship has a metric: the narrowing gap between an employee's attempt and the AI's output. Discover Play 3 of building expertise in the age of AI—learning in the flow of work, and why the attempt-then-check loop is now the fastest path from novice to expert.

AI has absorbed the routine tasks through which entry-level employees once learned. Discover Play 2 of building expertise in the age of AI: the answer-key model for entry-level role design—attempt first, AI grades, manager discusses the difference—and why the comparison step is where judgment gets built.