Timothy B. Lee Rebuts the 'LLMs Take No Skill' Take: It's Like Saying Management Has No Learning Curve

Simon Willison / Timothy B. Lee·low signal

Responding to the claim that using LLMs requires no skill because the model 'just does whatever you tell it,' Timothy B. Lee counters that this is like saying there's no learning curve to being a manager because employees do what you say — orchestration is itself a skill. It's a crisp framing of the AI-labor-and-skill discourse, where the scarce resource is judgment and direction, not keystrokes. Resonates with the builder thesis that the bottleneck has moved from writing code to orchestrating AI.