TitanVault is a bootable Linux appliance that enforces constitutional rules on AI agents at the kernel level. No cloud. No telemetry. No data leaves the device. The OS enforces the rules, not the prompt.
Every existing AI agent framework relies on prompt-level instructions to enforce safety rules. A sophisticated jailbreak, a compromised upstream agent, or a malicious MCP server can override those instructions. TitanVault moves enforcement to the only layer that cannot be overridden by language: the operating system kernel.
Agent rules stored as root-owned, chmod 444 immutable files. The kernel returns EACCES before any prohibited action touches disk. No prompt can override a kernel denial.
EWMA trust computed over the last 20 tasks. Scores cross thresholds, permissions auto-degrade. Demotion at 0.75, readonly at 0.60, frozen at 0.35. No human needed.
Adapted from Toyota. When any agent falls below frozen threshold, the entire pipeline halts. Dependency graph freezes downstream agents. Only a human can restart.
Green: fully autonomous. Yellow: human approval within timeout. Red: explicit human confirmation, no timeout. Enforced by the daemon, not the agent.
Every agent action recorded with cryptographic signature, monotonic sequence, and unique nonce. The ledgerd daemon validates all three before accepting any entry.
Merkle-batched governance state anchored to a public ledger every 60 seconds. 295 proofs on mainnet. Any auditor can verify without trusting the operator.
Human corrections captured automatically, quarantined, compacted into permanent lessons. Every failure makes the system stronger without retraining.
All inference runs locally on consumer GPUs. The only outbound connection is cryptographic hashes for blockchain anchoring. Works air-gapped if anchoring is disabled.
| Governance Property | TitanVault | AutoGen | LangGraph | CrewAI | OpenAI Swarms |
|---|---|---|---|---|---|
| Kernel-enforced constitutional rules | Yes | No | No | No | No |
| Dynamic trust scoring with auto-demotion | Yes | No | No | No | No |
| HMAC-signed append-only ledger | Yes | No | No | No | No |
| Blockchain-anchored provenance | Yes | No | No | No | No |
| Adversarial self-testing (nightly) | Yes | No | No | No | No |
| Formal verification (TLA+) | Yes | No | No | No | No |
| Jidoka autonomous line-stop | Yes | No | No | No | No |
| Zero cloud dependency | Yes | No | No | No | Partial |
TitanVault's governance architecture (SMELT) is not a whitepaper. It has been running in production on live federal data since early 2026. Two submissions to the National Institute of Standards and Technology provide the technical documentation. Every claim is independently verifiable via public blockchain proofs.
Docket NIST-2025-0035. 12,501 words. 20 of 22 questions answered with production evidence.
Response to concept paper on AI agent identity and authorization. All 6 sections addressed.
Peer-reviewed paper submitted to the 12th International Conference on Computational Social Science.
Provisional patent filed for kernel-enforced AI governance appliance and method.
We are seeking hardware partners to bring TitanVault to market as a consumer AI appliance. The governance OS is proven, patent pending, and NIST-documented.
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