Research
Each program studies a different surface of the world: markets, language, cells, cortex, matter. They share a conviction that intelligence is one phenomenon, and that a method proven on one surface can move to the next.
One science
The programs are independent, but they are not isolated. A representation, a training trick, a way of measuring uncertainty: what one program learns, another borrows.
The sequence models built to read market state became the backbone for agents that plan over long horizons.
Local learning rules studied in cortical circuits now help train the models that predict how cells behave.
Search methods built to explore materials space now map strategy space, guided by the same notion of uncertainty.
Latest publication
Collaborate
We work with institutions putting new intelligence to work, and we hire researchers who want to run one of these programs forward.
