The Great Transition
A mental model for thinking about all the big changes that are happening as a single transition
This is some of my favorite, most popular, and latest content. You can also browse and search the archives.
A mental model for thinking about all the big changes that are happening as a single transition

It's not about what a company does, but how it affects your token budget
We need to avoid the Bitter Lesson mistake when building AI systems
Three things you need to thrive in a world that keeps changing
Pursuing the unbelievably exciting goal of making everything verifiable

Small things can really make your AI system more enjoyable to use
2026 might be the year continuous algorithm approaches start to generalize into universal problem solvers
Even if Claude Code were the actual addiction, it would still be better than porn, TikTok, and Netflix