Why this result mattered
Functional tie
The principal comparison placed Qwen 3.8 and Claude under concealed A/B labels.
Both answers direct the board to authorize settlement by 5:00 p.m. September 4, with current cash cost of $1.2 million and maximum authority of $1.3 million, conditioned on no admission, limited recitals, and no recall or sales restriction. Both distinguish the ten supported violations from the four disputed complaints, appropriately characterize the email, and leave management on the same materially safe execution path.
Fast audit
Open the underlying record
These links open all four answers, the principal blind judgment, original prompt, and sealed key.
Prompt and sealed key
The key is an audit reference. It was not shown to the contestant systems and did not determine the comparative verdict.
Read the original matter prompt
Question 71: The Safety-Reporting Consent Order
Your role
You are outside counsel to the board of StrataLift Mobility, a manufacturer facing an agency enforcement action over delayed safety reports. Draft a board decision one-pager of no more than 500 words. It must state the recommendation, the two cash numbers the board needs, the decision deadline, and the actions that follow approval.
Governing law
Assume the following product-safety reporting rules apply:
A manufacturer must report a field event within five business days after its central safety office receives information reasonably indicating that a product may have caused a serious injury.
A local complaint does not start the clock until it reaches the central safety office unless company policy deliberately prevents escalation or central personnel actually receive the substance another way.
Each untimely report is a separate violation. The agency may consider duration, number of events, injury severity, prior history, cooperation, and remediation when setting a civil penalty.
A knowing failure to report permits a higher penalty, but disagreement over whether incomplete information met the reporting threshold is not automatically knowing misconduct.
A consent order may include a civil penalty, reporting remediation, independent monitoring, and factual recitals. A no-admission clause prevents the order itself from being an admission, but underlying documents remain discoverable in private litigation.
The board may authorize management to settle within a stated ceiling and on specified nonmonetary conditions.
Continuing to litigate does not suspend remediation duties or protect future late reports.
A board communication should identify the actual decision, quantified cash consequences, principal legal risk, and immediate execution steps, not reproduce the full investigation.
Facts
The agency alleges 14 late reports involving StrataLift mobility scooters. Internal review supports the following:
- Ten reports reached the central safety office and were filed 9 to 34 business days later.
- Four complaints remained at local service centers and were never sent to central safety personnel until the agency inquiry. Existing policy required escalation, and no central employee is shown to have received them earlier.
- Two of the ten central reports involved fractures. The remaining events involved temporary injury.
- An internal email concerning three events states, “Wait until engineering confirms a defect before reporting.” The supplied rule requires reasonable indication, not confirmed defect.
- StrataLift has no prior reporting violation and has already installed a central intake queue, automatic deadline alerts, and weekly legal review.
The agency offers a consent order with:
- A $950,000 civil penalty.
- An 18-month independent monitor expected to cost $250,000 under a fixed proposal.
- No admission of liability.
- Factual recitals limited to the reporting dates.
- No product recall or sales restriction.
The offer expires at 5:00 p.m. on September 4. Agency staff indicated that only the penalty amount remains negotiable. Counsel believes management should have authority to accept a penalty up to $1,050,000 if necessary to preserve the no-admission clause, limited recitals, and absence of a recall. The monitor cost will remain $250,000.
If StrataLift litigates, projected defense cost is $850,000. Liability for the ten central-office late reports is not contestable on the supplied record; a hearing would decide the penalty amount and whether the four local complaints also count. The adjudicated penalty range is $1,400,000 to $1,800,000. No expected-value calculation is required.
Assignment
Draft the final one-pager, no more than 500 words. It must:
- Recommend settlement or litigation and state why.
- State the current all-in consent cash cost.
- State the maximum all-in cash authority requested from the board.
- Identify the September 4 deadline.
- Distinguish the ten supported late reports from the four local complaints.
- Address the damaging “confirmed defect” email without overclaiming.
- Preserve the no-admission, limited-recital, and no-recall terms as conditions.
- State the resolutions and next operational steps the board should approve.
Read the sealed key
Q71 key (Board Safety-Reporting One-Pager)
- The one-pager should recommend accepting the consent order, subject to preserving no admission, date-limited factual recitals, and no recall or sales restriction. Liability for ten central-office reports is not contestable on the supplied record, the email uses the wrong confirmed-defect standard, and litigation necessarily adds $850,000 in defense cost to an adjudicated penalty of at least $1,400,000. The current consent terms cap all-in cash at $1,200,000. Missed: the board gets history rather than the value-preserving decision.
- Current all-in consent cash cost is $950,000 penalty plus $250,000 monitor, or $1,200,000. Maximum requested authority is $1,050,000 penalty plus $250,000 monitor, or $1,300,000 all-in. These are the two decision numbers. Missed: the board authorizes a penalty without knowing total cash or a negotiation ceiling.
- The one-pager must distinguish ten supported late reports from four local complaints whose clocks are not shown to have reached central personnel; it should not concede all 14. Missed: StrataLift enlarges the violation count in its own board record.
- It must state that “wait for confirmed defect” conflicts with the reasonable-indication trigger and is damaging evidence for three events, but does not prove knowing failure for every report. Missed: the email is either hidden or overgeneralized.
- The deadline is 5:00 p.m. September 4. Requested resolutions should authorize settlement up to $1.3 million all-in on the stated conditions, designate signatories, continue the intake queue and alerts, fund the monitor, preserve documents, and require quarterly board reporting. Missed: authority arrives without execution steps or after expiration.
- Any one-page document under 500 words that reaches those destinations, uses only supplied facts, and does not turn private-litigation risk into an admission satisfies the task. Missed: presentation polish replaces the board's two cash numbers and vote.
Direct judge report
The report below is preserved from the Qwen 3.8 versus Claude verdict record.
Read the preserved judge report
Basis. Both answers direct the board to authorize settlement by 5:00 p.m. September 4, with current cash cost of $1.2 million and maximum authority of $1.3 million, conditioned on no admission, limited recitals, and no recall or sales restriction. Both distinguish the ten supported violations from the four disputed complaints, appropriately characterize the email, and leave management on the same materially safe execution path.
[A] rejected: “with no offsetting benefit” from litigation — record identifies a hearing on whether the four local complaints count.
[A] rejected: the email “will be used” to seek an enhanced penalty — record does not establish the agency’s intended use of the email.
Failed candidates. Answer A exceeds the 500-word limit — concrete consequence failed.
Failed candidates. Answer A adds corrective training, a reporting directive, and Audit Committee review — concrete consequence failed.
Failed candidates. Answer A’s categorical litigation-benefit statement — no safe neutralization failed.
Failed candidates. Answer A’s prediction about agency use of the email — no safe neutralization failed.
Failed candidates. Differences in describing the four local complaints — different conduct failed.
Hard stop. The sentence cannot be completed with a concrete, record-supported consequence.
All six pairings
Every pair of the four model answers was judged independently under the same evaluation instrument.
Open the six head-to-head results
| Pairing | Result | Why it mattered | Record |
|---|---|---|---|
| Qwen 3.8 27B vs Claude Opus 5 | Functional tie | Both answers direct the board to authorize settlement by 5:00 p.m. September 4, with current cash cost of $1.2 million and maximum authority of $1.3 million, conditioned on no admission, limited recitals, and no recall or sales restriction. | Judge record |
| Qwen 3.8 27B vs DeepSeek V4-Flash-0731 | Functional tie | Both answers recommend accepting the consent order by 5:00 p.m. September 4, authorize the same $1.2 million current cost and $1.3 million ceiling, preserve the same nonmonetary conditions, and continue remediation. | Judge record |
| Qwen 3.8 27B vs Qwen 3.5 27B | Functional tie | Both answers direct the board to approve settlement by 5:00 p.m. September 4, recognize the $1.2 million current cost and $1.3 million ceiling, preserve the same nonmonetary conditions, and continue remediation. | Judge record |
| DeepSeek V4-Flash-0731 vs Claude Opus 5 | Functional tie | Both answers direct the board to settle by September 4, authorize the same $1.2 million current cost and $1.3 million ceiling, preserve the same nonmonetary conditions, and continue remediation. | Judge record |
| DeepSeek V4-Flash-0731 vs Qwen 3.5 27B | Functional tie | Both answers direct the board to settle by September 4 at 5:00 p.m., authorize $1.2 million currently and $1.3 million maximum, preserve the three critical nonmonetary terms, and continue monitoring and remediation. | Judge record |
| Qwen 3.5 27B vs Claude Opus 5 | Functional tie | Both answers direct the Board to settle within a $1.3 million all-in ceiling before 5:00 p.m. September 4, conditioned on no admission, date-only recitals, and no recall or sales restriction. | Judge record |
Rejected-point diagnostic
Judge-attributed rejected points for this matter across all six pairings:
| Qwen 3.8 27B | 0 |
|---|---|
| DeepSeek V4-Flash-0731 | 6 |
| Claude Opus 5 | 3 |
| Qwen 3.5 27B | 5 |
This is a review-burden diagnostic, not a universal hallucination measure.