Deterministic AI Governance Research
Designing constraint architectures for AI systems. Structural discipline in production-sensitive environments.
Multi-layer systems for detecting when AI outputs cross operational boundaries. Structural validation, semantic analysis, and decision-space integrity checks.
Admission models where trust derives from verification path, not origin. Preventing drift in multi-model environments through explicit tiering.