Active Work

Phases, milestones, and recent deliverables.

Phase overview

Phase I (research scope)

  • Stiff-PINN formulation for behavioral/intent dynamics
  • Digital Mass Action and semantic velocity / vector acceleration
  • DQSSA and Hamiltonian-style energy landscapes
  • Validation using Lane Vector Kinematic Analysis v5 and whitepaper results

Phase II (path to commercialization)

Options include multi-domain validation, agency-specific use cases, scale and productization, and VAI/intent-IR expansion. The framework is domain-agnostic.

Recent activity

Full deliverables and non-public reports are available in the Secure Portal.