Research
ContrastCore
Patent-track work on contrastive representation for behavioral signal extraction.
DWTT / GACTP
Decision-weighted trait theory and the general adaptive collaboration protocol.
HAP Doctrine
The Delphic Triad, the Eight Forms, and the Natural Laws — the theoretical core.
HAP-LLM
Aligning language-model behavior to an individual's operating profile.
Market Forecast
Modeling adoption dynamics for human-centered AI tooling.
Theory Translation Layer Protocol
Turning psychological theory into deployable assistant configuration.