Research
The thinking underneath it.
How we think about intent, memory, and what a system can do with the signal that exists before you have found the words.
Ambient Graph Transformers
An Evolving Memory Architecture for Intent-Driven Intelligence
Intent as the New Form of Communication and Interface
A thesis for intent native computing in the age of large models
Intent as Adaptive Personal Software
Why intent first systems form a distinct application paradigm, and how to build them without collapsing into chaos