We're Focused on the Wrong AI Story The conversation around AI is dominated by agents, copilots, and "vibe coding." Those developments are important, but they are not the transformation. They are simply the first visible applications of something much larger. The Industrial Revolution reshaped economies by mechanizing human muscle. Similarly, AI is beginning to industrialize human intelligence. For the first time, intelligence itself is becoming scalable. Organizations can now apply AI to accel [...]

The White-Collar Divide: Why AI Rewards Experts and Exposes Task Performers For decades, professional services firms have relied on a remarkably durable business model: Combine senior expertise with leveraged teams, apply proven methodologies, and bill for the effort required to deliver results. AI challenges every part of that equation. This disruption is not primarily about replacing jobs, nor is it simply another productivity story. AI creates a much deeper shift by making intelligence incre [...]