Research
The thinking underneath it.
How we model intent and memory, and what a system can reasonably do with a goal you have not yet put into 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