input-sanitization
Production-grade AI defense — hybrid deterministic filters + optional LLM veto + HITL approval + file validation + hallucination detection. OS-enforced immutability.
Deterministic MCP Security Architecture. FrozenNamespace as Root of Trust for Model Context Protocol tool verification.
Self-improving security filter for AI applications. Reports missed attacks, sandbox-tests new rules, auto-deploys validated filters.
