UK-based independent AI efficiency projectEvidence before claims ยท 2026

Acceptance: A Heartbeat Is Not a Verified Result

OUTCOME MODEL ยท NO THROUGHPUT DENOMINATOR

Acceptance: A Heartbeat Is Not a Verified Result

A long-scroll visual companion to the article. It summarizes the article evidence boundary and method; it does not extend the underlying result.

At a glance

Acceptance: A Heartbeat Is Not a Verified ResultFour-step visual: SCHEDULED; ATTEMPTED; ARTIFACT SAVED; VERIFIER PASSED. No production acceptance ledger provides an accepted-jobs-per-hour rate for this workflow.OUTCOME MODEL ยท NO THROUGHPUT DENOMINATOR1SCHEDULED2ATTEMPTED3ARTIFACT SAVED4VERIFIER PASSEDEvidence labels and limits travel with the visual.
A run becomes accepted work only after its artifact passes a declared verifier; delivery/acknowledgement is another distinct state.

Evidence in scope

  • Track failures and retries
  • Keep callback receipt separate
  • Count unique accepted results only

Evidence boundary: No production acceptance ledger provides an accepted-jobs-per-hour rate for this workflow.

How to use the diagram

Define acceptance first, persist the artifact reference, record verifier state, and reconcile callback submission/receipt separately.

What this visual explains: A run becomes accepted work only after its artifact passes a declared verifier; delivery/acknowledgement is another distinct state.

What it does not establish

No throughput, detector accuracy, or callback delivery rate is claimed.

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