P‑AIProject‑AI
Reviewer surface

Frequently asked questions

The questions a skeptical reviewer, engineer, or auditor would actually ask — answered directly, with links to artifacts they can verify themselves.

scope

Scope & honesty

What this site actually is, and what it deliberately is not.

Is this website the governance kernel?

No. This site is the public interface, documentation hub, and artifact surface for Project-AI. Live enforcement runs against a separate, signed kernel. Anything rendered here is labeled as documented claim, generated artifact, simulation, or demo.

How do I tell a simulation from a live decision?

Every governance output carries a provenance badge: SIMULATION, DEMO, DOCUMENTED, or VERIFIED. Live decisions also carry a signed envelope verifiable at /verify against the keys published at /keys.

Is Project-AI a chatbot?

No. Project-AI is an execution-governance architecture. A chat surface may exist as one client of the governance layer, but the project itself is the deny-by-default control plane that adjudicates capability requests before any model action runs.

governance

Governance model

Pre-execution control, not post-hoc dashboards.

What does 'governance before execution' actually mean?

Every capability request is adjudicated by the Triumvirate (Galahad, Cerberus, Codex Deus Maximus) and the STATE_REGISTER continuity gate before the runtime is permitted to act. The verdict is ALLOW, DENY, or SAFE_HALT, and is signed before execution can proceed.

What is 'deny-by-default'?

Absence of an explicit ALLOW with a valid capability token is treated as DENY. There are no implicit fallbacks, no side paths, and no trusted shortcuts. See the Glossary entry for AC0–AC5 authority classes.

What does SAFE_HALT mean?

SAFE_HALT is a first-class outcome alongside ALLOW and DENY. It is emitted when the governance layer cannot adjudicate safely or when continuity invariants are violated. SAFE_HALT produces a signed audit receipt — it is never silent.

How is this different from RLHF, constitutional AI, or guardrails?

Those techniques shape model behavior. They do not gate execution. Project-AI treats the model as untrusted and adjudicates each action against a separate, signed governance kernel. A model that produces an unsafe action still cannot execute it without a capability token.

verification

Verification & trust

How an external reviewer can check our claims without trusting us.

How do I verify a decision myself?

Paste the decision hash or signed envelope at /verify. The page resolves signer fingerprint, TSA timestamp, and verdict, and links to the reproduction pack at /reproduce.

What is the Claims Registry?

The Claims Registry at /claims is the canonical list of public claims, each labeled VERIFIED, DOCUMENTED, or PLANNED, with links to the paper, evidence, and reproduction pack.

How do I report a vulnerability?

Use /disclosure for the coordinated vulnerability policy (scope, SLA, safe-harbor). Machine-readable contact metadata is published at /.well-known/security.txt per RFC 9116.

operational

Operational

Live system posture and what is currently shipped vs planned.

How do I get API access?

The Legion Interface is sign-in required. Access is capability-scoped, audited, and requested through /contact while the public capability intake surface remains locked.

What is Admissibility Debt?

A measure of unresolved evidence required to keep an action admissible under the governance frame. The /admissibility-debt page is live as a planned calculator surface and currently documents the metric before public runtime execution is exposed.

Question not answered here? Send it to us and it will be added with a dated answer, or marked unresolved.