Essays
essay
AI labs say LLMs hallucinate the way toddlers confabulate — and grow out of it the same way. The analogy collapses in two places, and where it collapses tells you what's actually being built.
May 8, 2026 · 6 min read
Most prestigious knowledge work is a scribe job with better marketing. AI just made it obvious.
May 5, 2026 · 9 min read
Thesis
Why thirty years of leveling the playing field failed, and what's finally changing. A five-stage framework, with citations from Akerlof to the AI Index.
April 26, 2026 · 11 min read
letter
The asymmetry that costs ordinary people and small businesses isn't going away. But for the first time, it doesn't have to stay decisive. A note on what we're building, and why now.
April 22, 2026 · 4 min read