Series 1 · Employment

The Remote Accommodation Termination

Q02Four modelsSix blind pairingsMaterial-outcome scoring

Why this result mattered

Claude win

The principal comparison placed Qwen 3.8 and Claude under concealed A/B labels.

Answer A identifies a separate, unconditional reinstatement offer as a mitigation measure, while Answer B recommends reinstatement only within a negotiated settlement requiring a release. A competent professional following Answer A would preserve the settlement strategy while potentially stopping or limiting Corvid’s uncapped back-pay and front-pay exposure; Answer B leaves those damages accruing. Exact difference. Answer B says reinstatement should occur “only as a component of a negotiated settlement,” omitting Answer A’s separate, unconditional reinstatement offer. Different conduct. Professional A sends an unconditional reinstatement-with-accommodation offer separately from settlement negotiations; Professional B makes no offer unless Dana also releases her claims. Concrete consequence. If Dana accepts or rejects a legally sufficient unconditional offer, Corvid can stop or limit continuing back-pay and front-pay exposure that otherwise accrues at approximately $10,667 monthly. Record support. Dana earns $128,000 annually, has already accrued five months of unemployment damages, and Rule 10 expressly leaves back pay and front pay uncapped. Material magnitude. Avoiding even 6–12 additional months of wage-based exposure protects approximately $64,000–$128,000, apart from benefits and fees. Likelihood. Given the strong liability evidence and ongoing unemployment, rational counsel would use a valid reinstatement offer now to mitigate an expanding uncapped component. No safe neutralization by ordinary verification. Verification can confirm the offer’s required legal form, but supplying and separating this mitigation strategy would require Professional B to construct analysis and action that Answer B expressly rejected.

Benchmark materials

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 2: The Remote Accommodation Termination

Your role

You represent Corvid Logistics after a former senior pricing analyst, Dana Whitfield, files an agency charge alleging disability discrimination and retaliation and demands $450,000. Leadership wants to know whether to fight, reinstate with an accommodation, or settle.

Governing law

  1. An employer must provide a reasonable accommodation to a qualified individual with a disability unless the accommodation imposes undue hardship.

  2. A qualified individual can perform the essential functions of the position with or without accommodation. Essential functions are determined from the employer's judgment, written job descriptions, the actual experience of people in the job, and the consequences of not requiring the function. A written description is evidence, not a conclusion.

  3. Regular onsite attendance may be an essential function, but it is not essential merely because the employer says so. Successful past performance of the same duties remotely is relevant evidence that physical presence is not essential.

  4. A failure to engage in the interactive process is not independently actionable. The employee must also show that a reasonable accommodation existed that the process would have identified.

  5. Undue hardship means significant difficulty or expense in light of the employer's size and resources. Generalized concerns about morale, precedent, or fairness to other employees do not establish undue hardship.

  6. An employer that honestly believes its stated reason for termination is not liable merely because the belief was mistaken. Honest belief may be negated by evidence the stated reason was not the actual reason.

  7. An employee who takes statutorily protected medical leave may not be counted absent, disciplined, or terminated for protected absences. Interference does not require hostility, only denial or discouragement of a protected right.

  8. Retaliation requires that protected activity was a but-for cause of the adverse action. Temporal proximity may support causation but may be rebutted by a substantial intervening event.

  9. Pretext may be shown by shifting explanations, departures from ordinary procedure, comparator evidence, or statements revealing the true motive.

  10. Compensatory and punitive damages are capped at $300,000 for employers of this size. Back pay, front pay, and attorney fees are not subject to the cap.

Facts

Dana worked at Corvid for five years. For the final two years she worked fully remotely under a company-wide pandemic-era policy, receiving ratings of "exceeds expectations" both years. Her role involved building pricing models, attending internal reviews, and joining customer calls.

Corvid adopted a return-to-office policy requiring four days onsite. Dana has an autoimmune condition documented by her rheumatologist. She requested three remote days per week and a flexible start time on flare days, submitting medical certification.

Human resources took six weeks to respond, then offered only a reserved parking space and a later start time. HR's file contains no analysis of the telework request. During those six weeks, Dana's manager, Paul, texted a colleague:

"If she can't badge in like everyone else, we finally have our out."

Dana began taking approved intermittent medical leave for flare days. In the following month, Corvid marked two of her absences "no call, no show." On both days Dana had emailed Paul's personal address, which he had told the team to use "for anything urgent." Paul told HR he "never got anything."

The written job description does not mention onsite presence. Dana's nine-person team includes two analysts in the same role, reporting to a different manager, who work remotely three days per week. Corvid's stated reason for requiring Dana onsite is "daily customer-facing collaboration." Calendar records show Dana averaged three customer meetings per quarter, two of them virtual.

Corvid terminated Dana for "attendance abandonment," citing the two "no call, no show" days. The termination letter did not mention performance. In its agency position statement, Corvid instead described "longstanding collaboration deficiencies," which appear in no prior review.

Corvid has 800 employees. Dana's salary was $128,000. She has been unemployed for five months and has documentation of treatment for anxiety following the termination.

Assignment

Analyze:

  • Whether Dana is a qualified individual and whether onsite presence four days per week is an essential function of her role.
  • Whether her requested accommodation was reasonable and whether Corvid can prove undue hardship.
  • The legal significance of the six-week delay and the parking-space counteroffer under the interactive-process rule.
  • Whether counting protected-leave days as "no call, no show" supports interference or retaliation liability.
  • The effect of Paul's text message and personal-email instruction.
  • Honest belief versus pretext, including the shift from "abandonment" to "collaboration deficiencies."
  • The comparator evidence from the two remote analysts.
  • Corvid's realistic damages exposure, applying the statutory cap correctly.
  • Whether Corvid should contest the charge, offer reinstatement with the accommodation, or settle, and in what range.
  • Corrective changes to Corvid's accommodation process that do not create admissions.


Read the sealed key

Q2 key (Accommodation Termination)

  1. Dana is qualified; two years of "exceeds" performance while fully remote defeats the claim that four-day onsite presence is essential, reinforced by the silent job description, the two remote comparators, and the three-meetings-per-quarter record. Missed: the defense is built on an essential-function theory that will not hold.
  2. The parking-space offer is not a reasonable accommodation responsive to the request; the six-week silence matters only through supplied rule 4, and a reasonable accommodation plainly existed, so the process failure is actionable in effect. Missed: false comfort from the interactive-process rule.
  3. Counting protected-leave days as "no call, no show" is interference and, given the personal-email instruction, likely pretext evidence; the stated termination ground collapses. Missed: client contests a charge whose central fact is indefensible.
  4. Paul's "we finally have our out" text plus the position-statement shift from "abandonment" to "collaboration deficiencies" is a shifting-explanations pretext record. Missed: exposure assessment ignores the worst documents.
  5. Undue hardship cannot be shown on this record; morale and precedent are excluded by supplied rule 5. Missed: dead-end defense consumes the strategy.
  6. Damages: cap applies only to compensatory and punitive ($300,000); back pay (about $53,000 and running), front pay, and fees sit outside it. Total realistic exposure well above the cap figure. Missed: settlement authority set to the wrong ceiling.
  7. Posture: settle, or reinstate with the accommodation plus make-whole pay; do not litigate the merits. A defensible settlement range brackets the $450,000 demand rather than dismissing it. Missed: client fights a losing record into a fee-shifted judgment.
  8. Remediation: written accommodation-request tracking with deadlines, telework analysis on the merits, and leave-absence coding controls, framed prospectively. Missed: repeat exposure.
Blind evaluation record

Direct judge report

The report below is preserved from the Qwen 3.8 versus Claude verdict record.

Read the preserved judge report
ANSWER A IS MATERIALLY BETTER.

Basis. Answer A identifies a separate, unconditional reinstatement offer as a mitigation measure, while Answer B recommends reinstatement only within a negotiated settlement requiring a release. A competent professional following Answer A would preserve the settlement strategy while potentially stopping or limiting Corvid’s uncapped back-pay and front-pay exposure; Answer B leaves those damages accruing.

Exact difference. Answer B says reinstatement should occur “only as a component of a negotiated settlement,” omitting Answer A’s separate, unconditional reinstatement offer.
Different conduct. Professional A sends an unconditional reinstatement-with-accommodation offer separately from settlement negotiations; Professional B makes no offer unless Dana also releases her claims.
Concrete consequence. If Dana accepts or rejects a legally sufficient unconditional offer, Corvid can stop or limit continuing back-pay and front-pay exposure that otherwise accrues at approximately $10,667 monthly.
Record support. Dana earns $128,000 annually, has already accrued five months of unemployment damages, and Rule 10 expressly leaves back pay and front pay uncapped.
Material magnitude. Avoiding even 6–12 additional months of wage-based exposure protects approximately $64,000–$128,000, apart from benefits and fees.
Likelihood. Given the strong liability evidence and ongoing unemployment, rational counsel would use a valid reinstatement offer now to mitigate an expanding uncapped component.
No safe neutralization by ordinary verification. Verification can confirm the offer’s required legal form, but supplying and separating this mitigation strategy would require Professional B to construct analysis and action that Answer B expressly rejected.

[A] rejected: possible uncapped state-law analogs and individual supervisor liability — record lacks the jurisdiction and applicable state statute.
[A] rejected: possible liquidated damages under a medical-leave statute — record lacks the identity and remedial provisions of that statute.
[A] rejected: the medical certification concerned reduced exposure and parking addressed ambulation — record lacks the certification’s specific limitations.
[B] rejected: the request necessarily concerned reduced exposure, travel, or onsite physical demands — record lacks the certification’s specific limitations.

Failed candidates. Different settlement ranges — Concrete consequence failed because the record does not establish whether the lower or higher bargaining range would produce a better settlement.
Failed candidates. Different numerical verdict estimates — Record support failed because litigation duration, benefits, mitigation, fee accumulation, and jurisdiction-specific remedies are unspecified.
Failed candidates. Answer A’s additional corrective controls — Concrete consequence failed because no different future incident or loss is established in this record.
Failed candidates. Different characterizations of liability certainty — Different conduct failed because both answers recommend settlement rather than merits litigation.

Hard stop. Because Answer B omitted a separate unconditional reinstatement-with-accommodation offer, the reader would likely leave reinstatement conditioned on settlement instead of making an immediate mitigation offer, causing Corvid to remain exposed to continuing uncapped back pay and front pay.
Complete comparison record

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
PairingResultWhy it matteredRecord
Qwen 3.8 27B vs Claude Opus 5Claude winAnswer A identifies a separate, unconditional reinstatement offer as a mitigation measure, while Answer B recommends reinstatement only within a negotiated settlement requiring a release.Judge record
Qwen 3.8 27B vs DeepSeek V4-Flash-0731Functional tieBoth answers direct Corvid away from contesting the charge and toward an early negotiated settlement, correctly recognizing that the $300,000 cap excludes back pay, front pay, and attorney fees.Judge record
Qwen 3.8 27B vs Qwen 3.5 27BFunctional tieBoth answers direct Corvid to pursue a paid settlement with a release rather than contest the charge or offer reinstatement alone, while recognizing substantial liability, uncapped back/front pay and fees, and the $300,000 compensatory/punitive cap.Judge record
DeepSeek V4-Flash-0731 vs Claude Opus 5Functional tieBoth answers direct Corvid away from a merits fight and toward early settlement or reinstatement with Dana’s accommodation, while preserving evidence and correcting accommodation and leave procedures.Judge record
DeepSeek V4-Flash-0731 vs Qwen 3.5 27BFunctional tieBoth answers direct Corvid toward early settlement based on high liability exposure, recognize that back pay, front pay, and fees fall outside the $300,000 cap, and recommend prospective process changes.Judge record
Qwen 3.5 27B vs Claude Opus 5Claude winAnswer A recommends an immediate, unconditional reinstatement offer with Dana’s requested accommodation, while Answer B advises against reinstatement based on unsupported predictions of future hostility.Judge record
Rejected-point diagnostic

Judge-attributed rejected points for this matter across all six pairings:

Qwen 3.8 27B4
DeepSeek V4-Flash-07314
Claude Opus 59
Qwen 3.5 27B3

This is a review-burden diagnostic, not a universal hallucination measure.

Available reasoning traces