The base of the pyramid is being reshaped. Everything above it remains untouched.

Module 1 · Lesson 3 of 5

Let's be clear about what AI does, because the clarity matters. AI is not an employee. It is not replacing people. It is, instead, a skill vending machine. Not for all skills, not perfectly, not forever. But for an increasingly large class of task-level work — writing, coding, analysis, research, synthesis, technical communication — AI doesn't just assist. It enables.

This means something specific: many tasks that used to require a human with those skills can now be executed, or at least initiated, by a human without those skills, working with AI. The task still exists. The skill barrier around the task has simply changed. This is not a metaphor. This is a precise shift in what the job market looks like.