AI CONTENT WORKFLOW — REVIEW RECORD Task / intended user / source bundle and version: System / model / prompt / retrieval version: Development case or held-out task: Attempt / date / raw output location: For each required check: criterion / observed evidence / pass or fail / reviewer. For each forbidden error: error / present or absent / evidence. Editorial usefulness: what can the next person do with this output? What remains missing? Release-blocking error, if any: HUMAN WORK (active minutes) Input preparation: Checking: Repairs: MACHINE WORK Elapsed minutes: Direct tool and model cost, with currency: Do not add overlapping human and machine elapsed time and call it turnaround. Record actual start and finish separately. Decision: usable for the named task with named review / revise and retest / unsuitable. Remaining issue / owner / next test: Comparison baseline and whether inputs, criteria or versions changed: Original Machine House worksheet. The companion cases are fictional exercises, not evidence that any model passed them.