AI, capital, and the leverage you didn’t know you had

AI decoupled doing from learning. Every knowledge worker now faces a constant trade-off between the two. The ones who choose learning look slower today and become irreplaceable tomorrow.

AI accelerates the Peter’s Principle by letting people produce senior-level output without building senior-level understanding — creating a new class of ‘Senior Operators’ who have mastered the interface, not the craft.