Blog · field notes
How we think about replicating human judgment, the engineering behind a Twin, and the future of work where every operator has a second self.
Why operational personality models are the next infrastructure layer of work — and what we mean when we say a Twin actually thinks like you.
Most AI memory is a flat list of facts. We built a structured graph that mirrors how human operators carry context across people, projects and decisions.