Deterministic MCP Security Architecture. FrozenNamespace as Root of Trust for Model Context Protocol tool verification

🏛️ Deterministic rejection layer for computational legal claims. Verifies dates, amounts, and structured constraints; blocks unproven legal outputs.

Deterministic validation firewall that verifies AI-generated proposals against ground-truth state using immutable rules. Zero dependencies. Patent pending.

Proof records linking detection, validation, and evidence-backed claims.

Validation harnesses, test cases, and reports for detection quality gates.

Deterministic local proof harness for verifying AI agent recommendation claims against source-of-truth fixtures, with append-only outcome logs.

Posts a PR change receipt showing what was checked, what was found, and what was not checked. Covers Kubernetes, Dockerfile, and GitHub Actions.

Zero-Trust Adversarial Reasoning Engine. Execution-only judge that catches LLM specification gaming. M-Form deterministic governance for recursive AI.

Verification for Universal Commerce Protocol (UCP) transactions - Catch AI math errors before payment

Validate LLM outputs with deterministic rules to block bad AI proposals before they reach production.

Verify any agent output before it is trusted, paid for, or acted on. A universal SAR verification pattern for AI agent workflows.