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Approval and reported runtime identity

A release can be approved while the runtime still reports an earlier release. Preserve both facts.

Research note · November 13, 2026

Research question

What evidence distinguishes approval, a pending reload, and a subsequent report of the approved release?

Method

  1. Identify the approved model and configuration by digest, and bind the approval to its intended destination.
  2. Record the worker's reported loaded release independently of the approval record. Compare release identity and runtime policy without treating approval as deployment.
  3. Preserve observations before and after an explicit reload, including unavailable evidence. Re-evaluate the reported identity after the reload rather than inferring success from the reload request.
  4. Keep the runtime and execution-provider versions with the record. The documented reference uses ONNX Runtime 1.23.2 and CPUExecutionProvider in a non-actuating lab.

Records to retain

  • Approved release and destination binding
  • Reported loaded release and observation time
  • Runtime policy and reported provider
  • Ordered observations around the explicit reload

Current evidence

The published reference describes an approved cpu-2 release while cpu-1 remained loaded, followed by an explicit reload and a matching report. The documentation also reports 133 internal tests at the runtime rejection-diagnostics revision; that count is historical and scoped to that revision.

Interpretation & limits

Runtime identity is a worker self-report, not hardware attestation. Internal test counts are not field reliability, attack-detection accuracy or a latency benchmark. The experiment is not a customer deployment.

Next experiments

  • Run the specified fault cases and publish their conditions and observed outcomes.
  • Define evidence freshness and outage behavior before presenting a report as current.

References

  1. Evidence research and current boundaries
  2. AI security evaluation
  3. Recorded evidence application
  4. ONNX Runtime documentation

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