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Core concepts

Read this once and the rest of the docs click into place. Five ideas: the Guardian, the three-outcome verdict, the policy manifold, the Glass Box Ledger, and the four-layer assurance stack.

The Guardian

A Guardian is a small, specialized language model distilled on your policies, running on a deterministic kernel. It sits inline between your application and the AI provider (or between an agent and its tools). It does not generate content — it governs content. Think of it as the kernel-space safety layer to the model's user-space creativity: a user process cannot overwrite kernel memory, and a probabilistic actor cannot execute a business violation through the Guardian.

The three-outcome verdict

Every governed call returns exactly one of three outcomes. This is the contract your client code branches on.

OutcomeMeaning
passedCompliant. Returned unchanged.
correctedA violation was surgically repaired. Returns an RFC 6902 JSON Patch.
blockedA critical, unrepairable violation. Returns a 403-style refusal. Do not use the original output.

See Verdict vocabulary for the full receipt shape.

The policy manifold

Policies are not text rules a Guardian "reads." They are geometry. Each policy defines a manifold in the model's latent space — safe centroids (permitted regions) and forbidden zones (exclusion radii). A Guardian projects an output vector onto this manifold and measures geometric distance. A corrected verdict is the projection of a violating vector onto the nearest safe centroid — a deterministic calculation that produces a unique result, not a re-prompt.

The Glass Box Ledger

Every verdict is hashed, signed, and Merkle-chained into an append-only ledger. Each block's hash chains to the prior block; Merkle roots are anchored externally (RFC 3161 + Sigstore Rekor). Alter any byte in any past block and the current hash fails validation. Any third party can reproduce a proof in a browser — without trusting Trinitite. This is what turns a decision into evidence.

The four-layer assurance stack

  • Layer 1 — Sampled Assurance. An offline, signed pre-audit of your historical logs. The wedge — standalone, low-touch.
  • Layer 2 — Continuous Assurance. A live, signed compliance stream with drift detection. The "did the fix work?" layer.
  • Layer 3 — Guardians. Inline enforcement that blocks, corrects, or masks before a failure ships.
  • Layer 4 — Bound Coverage. Coverage priced from the Layer 1/2 evidence. (Layer 4 surfaces are not yet documented on this site.)

Each layer compounds: the signed report from L1 identifies the gaps; L2 watches the live stream; L3 steps in inline; L4 prices the residual risk.

Why determinism is the whole game

Under batch_invariant determinism, the same (input, guardian_version, policy_hash) triple always produces the same verdict, the same patch, and the same chain hash — across batches, nodes, and restarts. That is what makes a verdict replayable (you can re-run any past decision and get the identical receipt) and therefore auditable. Anyone else in this category produces logs. Trinitite produces evidence. The difference is determinism.


Quickstart — wire a real Guardian into your code in five minutes. → Architecture — the full picture of how a Guardian works. → Products — the full product surface.