Essays on AI, technology, and the ideas I'm thinking through.
- The Expertise Ceiling: What AI Does to Skill, and Why Education Is Most Exposed
AI is a multiplier: applied to strong fundamentals it produces excellent work; applied to weak ones, mediocrity at scale — faster and more confidently than ever. Why that makes education the most exposed institution of all.