Key concepts
Ten words carry the whole product. Each gets one sentence, then the example shows them working together.
The objects
| Concept | What it is | Where it is defined |
|---|---|---|
| Release | One version of a model and its configuration, published for approval. The example has two: cpu-1 and cpu-2. | Release identity |
| Release identity | The digests that name a release exactly: model, configuration, release and receipt. Preprocessing identity is proposed, not recorded. | Release identity |
| Approval | A signed decision that one release may run in one destination, under one policy, within an age limit. | Approval binding |
| Policy | The runtime a destination requires: the exact ONNX Runtime version and execution providers, and who may publish, deploy and approve. | Runtime integration |
| Destination | Where an approved release may run: an environment and a resource. In the experiment, non-actuating-lab and onnx-cpu. | Approval binding |
| Runtime | The process that loads and serves the model. In the experiment, a managed ONNX Runtime session on CPU. | Runtime integration |
| Desired | The approved release the runtime should be running. | Observation record |
| Loaded | What the runtime reports it is actually running. A worker self-report, not attestation. | Observation record |
| Observation | One comparison of desired with loaded, with a status: matched, pending or unknown. | States and codes |
| Trace | The ordered file of observations a run produces. The evidence app reads it; it never changes it. | Evidence and observations |
How they relate
- A release has exactly one identity. Change any byte of the model or configuration and the identity changes.
- An approval names one release, one destination and one policy. It does not approve a model in general.
- A runtime loads a release only if its own version and execution providers satisfy the policy the approval names.
- Every observation pairs one desired release with one loaded report, or with a reason why there is no report.
- A trace holds observations in the order they were recorded. Nothing is dropped, including the ones that confirm nothing.
The example, all the way through
cpu-1is published and approved fornon-actuating-lab / onnx-cpu. The runtime loads it and reports it. Observation 01: matched.cpu-2is published and approved. The runtime is in baseline mode, so it keeps servingcpu-1. Observation 02: pending (Reload pending).- An explicit reload loads
cpu-2, and the runtime reports it. Observation 03: matched. - The worker stops.
cpu-2stays approved, but nothing reports what is loaded. Observation 04: unknown, reasonRUNTIME_UNAVAILABLE.
Read this first
Everything here comes from one captured run of a synthetic ONNX CPU experiment. The loaded side is what the worker says about itself; Vraelis does not claim hardware attestation.
Last updated: October 12, 2026