Research Before AI
2015–2022
Early work on domain transfer, state-space systems, and zero-context architectures.
Transforming the Problem
How domain changes reveal solutions.
domain transforms · coordinate frames · representation as control · early experiments
State as Memory
Treating sessions and environments as controllable state spaces.
state vs history · browser sessions · minimal representation · operator boundaries
Constraints Over Context
Eliminating history and noise to make systems predictable.
stability through reduction · boundary constraints · constraint as intelligence
Intent Without Language
Building early intent→behavior systems before language models existed.
structured intent · state transitions · proto-operators · To2D precursor