AI Mirrors Us → Sovereign Signals
Behavioral Signal Sovereignty — Human behavioral and emotional signals as authorship infrastructure.
Blueprint for trauma-informed, affect-safe systems embedding lived human experience.
Adaptive Intelligent Signal Systems — Middleware with detection, hysteresis memory, and enforcement.
Forensic record of 1,400+ adaptive events — hash-anchored and regulatory-grade.
Sovereign licensing framework ensuring attribution, rights, and compensation.