Writing

note 2 min read Oct 2026

The short answer to 'so, how do you use AI?'

1. One problem why solve it twice?
2. A class of problems the fixes start adding up
3. The system a box that talks back
4. Everyone people solve their own

letter 14 min read Feb 2026

I failed to explain this to my family for years. This is the attempt.

1. One app, one weekend
2. It's already here
3. We've seen this before
4. The great experiment

paper 6 min read Feb 2026

I kept seeing one loop in three different headlines, and nobody was naming it.

1. The Shift Systems now help build themselves
2. Recursive Self-Improvement Labs say models build models
3. The Collapse of Cost Frontier-class intelligence gets nearly free
4. The Implication Judgment becomes the scarce thing
5. The Feedback Loop Better tools build better tools
6. The Institutional Gap Institutions built for scarcity