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I write weekly essays on education systems, incentives, and AI—how they intersect, why systems resist change, and what actually works.

You'll get insights on building real-world skills, understanding misaligned incentives, and creating leverage outside traditional systems.

What to expect:

  • Weekly essays on systems, incentives, and AI
  • Real-world examples from building in education
  • No fluff, no marketing—just what I'm learning