Resources · Notebook
From the notebook.
Long-form notes on how we think: arguments we are making, problems we are working on, and the occasional thing we got wrong.
Notebook· 1 min read
Why emotional AI is more than a feature
Presence is not an interface polish step. If a system is going to sit beside someone for years, the layer that carries tone and memory has to be built at the same depth as everything else.
ReadMore writing
Research13 October 20268 min read
Opponents you can't memorise
Why we evaluate agents by making them fight: what a live arena measures that a fixed benchmark cannot, and what the first three matches in The Cage showed.

Essay13 March 20263 min read
The end of brute force: why the future of AI isn't bigger models
Why the next era of AI will be defined by efficient design instead of brute-force scaling.
Notebook1 min read
Designing Eunoia as a generational engine
Eunoia is designed as an evolving engine, not a single frozen checkpoint.
Argument
A wooden log and an iron bracelet
Why general intelligence may be a property of the whole system rather than of any single model inside it.