Scripted valid alternatives
Nine exercised alternative solutions earned full credit.
Inspect recorded actions, business records and outcome checks. Start with the original finance practice batch.
High-effort runs across cash application, month-end close and full-quarter work.
| TASK / MODEL | PASSED | ATTEMPTS |
|---|---|---|
| Cash application · GPT-6.1 Sol | 5 | 5 |
| Month-end close · GPT-6.1 Sol | 3 | 5 |
| Quarter & audit · GPT-6.1 Sol | 1 | 5 |
| Quarter & audit · GPT-6 Astra | 2 | 5 |
Original R5 practice seeds 50000–50004, at high effort. These are the retained results from before the harness repair; the model batch has not been rerun on the repaired harness. Cohorts differ by task and model.
The trace follows the supplier notice, the invoice and the blocked payment.
Follow reconciliations, attestations, quarter close and audit replies.

Nine exercised alternative solutions earned full credit.
The completed no-work control scored zero.
Targeted tests checked a repaired grading loophole.
The alternative-answer work retained 16 local attempts: 15 completed and one incomplete technical attempt. Completed attempts included five baselines, nine exercised alternatives and one historical zero-target case. The no-work control is separate. The 26 passing repair regressions are tests, not model runs. The underlying repair evidence also retains five Harbor control trials, four expected outcomes and one initial setup failure, alongside a separate reader mistake.
Define what your agent needs to do, the tools it uses, and what a correct outcome looks like.