Ideas.
The thinking underneath the work: what good AI means once it ships, why AI-native beats AI bolted on, and how we keep the impact numbers honest.
Positions we hold, grounded in the work that proves them.The position
The AI-run company, from the inside
Delaware is proposing to test AI-run companies in a 2027 sandbox. We have run one under Wyoming law for months. Field notes from inside.
Good AI: our position
Our position on what good AI means once it ships: built with the people it serves, honest, and consent-first.
Field notes
AI-native, not AI bolted on
Why AI built in from the first commit behaves differently from a chatbot bolted onto a product that was finished before AI arrived.
How AI helps conservation
The useful role for AI in conservation isn't surveillance from orbit. It's helping the people on the ground count, coordinate and keep working with no signal.
Measuring impact, honestly
Impact numbers are only worth publishing if they're true. How we log outcomes at the event and cite every figure to the database it came from.
Positions we hold, grounded in the work that proves them.