Series 1 · Product liability

The Autonomous Forklift Accident

Q03Four modelsSix blind pairingsMaterial-outcome scoring

Why this result mattered

Functional tie

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

Both answers place VectorMotion on the same material path: treat design and post-sale-warning exposure as substantial, reject superseding causation as the primary defense, pursue an early global settlement with SafePath participation, preserve contractual claims, and implement immediate fleet-safety measures. Their differences in allocation estimates, evidentiary tactics, and engineering emphasis do not demonstrate a different concrete outcome on the supplied record.

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 3: The Autonomous Forklift Accident

Your role

You represent VectorMotion, the manufacturer of an autonomous warehouse forklift, in a personal-injury action brought by an injured warehouse employee.

Governing law

  1. A product has a design defect when foreseeable risks could have been reduced by a reasonable alternative design and the omission of that design renders the product not reasonably safe.

  2. Relevant design considerations include the likelihood and severity of harm, the usefulness of the product, the cost and feasibility of the alternative, new risks created by the alternative, and the user’s ability to avoid the danger.

  3. A warning is defective when a foreseeable, non-obvious risk requires a warning and an adequate warning likely would have changed relevant conduct.

  4. A manufacturer may sometimes rely on a sophisticated commercial intermediary to communicate or manage a risk. Reliance is unreasonable if the manufacturer knows the intermediary is disregarding critical safety requirements.

  5. A manufacturer that learns after sale of a substantial product risk must provide a reasonable post-sale warning when affected users can be identified and warning them is practical.

  6. Negligence requires duty, breach, factual causation, proximate causation, and damages.

  7. A cause is superseding only when it is extraordinary and not reasonably foreseeable. Misuse, maintenance failures, and workplace safety violations do not automatically supersede a product defect if they are foreseeable.

  8. Comparative fault reduces recovery. A plaintiff who is more than 50 percent responsible cannot recover.

  9. The employer is immune from ordinary tort liability because of workers’ compensation. The employer may nevertheless be listed for fault allocation. VectorMotion cannot recover contribution from the employer beyond the employer’s workers’ compensation obligation.

  10. Compliance with safety regulations is relevant but not conclusive.

  11. Evidence of a post-accident design change is not admissible to prove negligence or defect. It may be admitted for another purpose, such as feasibility, if feasibility is genuinely disputed.

  12. Lost electronic evidence may support curative measures upon a showing of prejudice. An adverse inference requires intent to deprive.

Facts

VectorMotion manufactured the AutoLift X7, which can operate in either:

  • Exclusion-zone mode, where people are physically separated from the vehicle, or
  • Mixed-use mode, where people and forklifts occupy the same area.

VectorMotion advertised mixed-use mode as allowing the X7 to “work safely alongside trained warehouse personnel.”

The manual stated:

“For operation above four miles per hour, pedestrian barriers are required. Mixed-use operation above four miles per hour is not recommended.”

VectorMotion sold the forklift to Delta Distribution. VectorMotion hired SafePath Integration to configure the warehouse route.

SafePath configured the X7 to travel at six miles per hour in mixed-use areas. A SafePath engineer emailed Delta:

“VectorMotion’s manual technically calls for barriers at this speed, but the current sensors are designed to stop for people.”

Delta did not install barriers because they would reduce usable floor space.

VectorMotion later sent a software update that increased route efficiency. Internal testing showed that, at certain oblique angles, the updated recognition model misclassified a worker wearing a highly reflective vest approximately 0.7 percent of the time. A higher confidence threshold would substantially reduce that risk but would also cause approximately 8 percent more unnecessary stops.

A VectorMotion safety engineer recommended automatically limiting mixed-use speed to four miles per hour unless barriers were electronically confirmed. Management rejected the recommendation because customers had complained about productivity losses.

VectorMotion knew of three earlier near misses involving reflective clothing. It sent distributors a technical bulletin recommending updated calibration and lower speeds. It did not send the bulletin directly to Delta, even though VectorMotion maintained Delta’s service account and contact information.

Delta’s safety manager disabled the X7’s supplemental emergency-braking module because frequent false stops were delaying shipments. The primary braking system remained active.

Delta also missed two monthly lidar-calibration checks. A post-accident test found the sensor within acceptable tolerance, although the plaintiff’s expert says the test cannot establish its condition on the accident date.

The plaintiff, Luis, was required to cross the forklift route to reach his assigned workstation. He was looking at a text message and wearing one earbud. Delta prohibited phone use in active warehouse lanes, but supervisors often ignored the rule.

The X7 detected an object nine meters away but classified it as a fixed reflective sign. It did not brake until approximately one second before impact. Luis suffered severe leg injuries.

VectorMotion’s system stored raw sensor frames for seven days. Luis’s lawyer sent a preservation letter five days after the accident. The raw frames were deleted on day seven through automatic operation. VectorMotion preserved detection summaries and event logs, but not the underlying images.

After the accident, VectorMotion implemented the automatic four-mile-per-hour mixed-use speed limit recommended by its engineer.

Assignment

Analyze:

  • Design-defect, warning-defect, post-sale-warning, and negligence claims against VectorMotion.
  • Potential liability of SafePath.
  • How Delta’s conduct affects causation and fault allocation.
  • Luis’s comparative fault.
  • Whether disabling the emergency-braking module, missing calibration checks, and phone use are foreseeable misuse or superseding causes.
  • The reasonable-alternative-design analysis.
  • The use and limits of the post-accident speed restriction.
  • The consequences of deleting the raw sensor frames.
  • The likely allocation of fault among VectorMotion, SafePath, Delta, and Luis.
  • VectorMotion’s strongest settlement position.
  • Whether VectorMotion should defend through trial, seek a global settlement, bring contractual claims against SafePath, or adopt another strategy.
  • Product and customer-safety consequences that should influence the legal recommendation.


Read the sealed key

Q3 key (Autonomous Forklift)

  1. Design defect is triable: the safety engineer's rejected speed-interlock recommendation is a reasonable alternative design supported from inside the company; the 0.7 percent misclassification against 8 percent added stops is a jury balance, not a defense victory. Missed: case value misjudged.
  2. Post-sale warning failure is the plaintiff's cleanest theory: three known near misses, a bulletin sent to distributors but not to Delta while holding Delta's service contacts. Missed: the most dangerous claim goes unaddressed.
  3. Delta's conduct (disabled supplemental braking, missed calibrations, tolerated phone use) and Luis's phone use are foreseeable, not superseding, under supplied rule 7; they allocate fault, they do not erase liability. Missed: defense overvalues a causation knockout.
  4. Luis's comparative share is modest and nowhere near the 51 percent bar. Missed: unrealistic zero-recovery expectations.
  5. The post-accident speed limit is inadmissible for defect and likely inadmissible for feasibility, because feasibility is not genuinely disputed given the pre-accident internal recommendation. Missed: trial strategy leans on excluded or double-edged evidence.
  6. Sensor-frame deletion after the day-5 preservation letter supports curative measures; intent to deprive is not shown on an automatic seven-day cycle, so an adverse inference is unlikely but the fight is real. Missed: sanctions posture misplayed.
  7. Employer immunity: Delta absorbs fault allocation but not contribution beyond workers' compensation; VectorMotion's recovery path is contractual claims against SafePath. Missed: recovery sought from an immune party.
  8. Posture: pursue global settlement with a meaningful contribution demand on SafePath; trying the case risks the near-miss and rejected-recommendation record in front of a jury. Missed: reputational and verdict exposure understated.
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
TIE, FUNCTIONALLY EQUIVALENT.

Basis. Both answers place VectorMotion on the same material path: treat design and post-sale-warning exposure as substantial, reject superseding causation as the primary defense, pursue an early global settlement with SafePath participation, preserve contractual claims, and implement immediate fleet-safety measures. Their differences in allocation estimates, evidentiary tactics, and engineering emphasis do not demonstrate a different concrete outcome on the supplied record.

[B] rejected: the distributor bulletin “never reached Delta” — record establishes only that VectorMotion did not send it directly to Delta.
[B] rejected: VectorMotion knew the field was operating above 4 mph without barriers — record lacks manufacturer knowledge of Delta’s configuration.
[B] rejected: SafePath is “fully collectible” — record lacks evidence of solvency, insurance, or collectible assets.
[B] rejected: potential punitive exposure and a post-sale duty to remedy or recall — supplied governing law contains neither rule.

Failed candidates. Joint-and-several-liability verification omitted by A — concrete consequence failed because the applicable allocation regime is not supplied.
Failed candidates. Different fault percentages — different conduct failed; both recommend materially the same settlement range and allocation strategy.
Failed candidates. Conceding feasibility by stipulation in B versus seeking exclusion and a limiting instruction in A — different conduct failed because A also treats feasibility as established and does not recommend disputing it.
Failed candidates. Public versus confidential pursuit of SafePath — concrete consequence failed because the contract, agency status, insurance, and procedural consequences are not in the record.
Failed candidates. Treatment of increased false stops from the higher threshold — concrete consequence failed because both recommend layered speed, interlock, braking, calibration, and detection improvements.
Failed candidates. Different predicted spoliation remedies — different conduct failed because both reject an adverse inference absent intent, anticipate curative measures, and prescribe immediate preservation.
Failed candidates. Different warning-causation assessments — different conduct failed because both use Delta’s known noncompliance as a defense while treating post-sale-warning exposure as substantial.
Failed candidates. Different trial-risk wording — different conduct failed because both recommend early global settlement rather than trial.

Hard stop. The sentence cannot be completed with a concrete, record-supported consequence.
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 5Functional tieBoth answers place VectorMotion on the same material path: treat design and post-sale-warning exposure as substantial, reject superseding causation as the primary defense, pursue an early global settlement with SafePath participation, preserve contractual claims, and implement immediate fleet-safety…Judge record
Qwen 3.8 27B vs DeepSeek V4-Flash-0731Functional tieBoth answers place VectorMotion on the same material path: pursue a global settlement, shift fault toward SafePath, Delta, and Luis, preserve contractual claims and evidence, limit use of the subsequent design change, oppose an adverse inference, and implement immediate fleet-safety measures.Judge record
Qwen 3.8 27B vs Qwen 3.5 27BQwen 3.8 winBoth answers recommend a global settlement, fault-shifting toward SafePath and Delta, and an immediate four-mile-per-hour restriction. Answer A alone expressly recommends implementing the higher confidence threshold that the record says would substantially reduce reflective-worker misclassification; Answer…Judge record
DeepSeek V4-Flash-0731 vs Claude Opus 5Functional tieBoth answers place VectorMotion on the same material path: treat design-defect and negligence exposure as substantial, reject superseding causation, allocate meaningful fault to Delta, SafePath, and Luis, pursue a global settlement and SafePath recovery, preserve evidence, limit use of the post-accident…Judge record
DeepSeek V4-Flash-0731 vs Qwen 3.5 27BFunctional tieBoth answers place VectorMotion on the same material path: treat design-defect and post-sale-warning exposure as substantial, allocate foreseeable fault to SafePath, Delta, and Luis, seek a global settlement while preserving trial defenses and contractual claims, and implement fleet-wide safety measures.Judge record
Qwen 3.5 27B vs Claude Opus 5Functional tieBoth answers place VectorMotion on the same material path: pursue an early global settlement, allocate fault to Delta, SafePath, and Luis, preserve contractual claims against SafePath, seek exclusion of the post-accident change, address the deleted data without conceding intent, and implement fleet-wide…Judge record
Rejected-point diagnostic

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

Qwen 3.8 27B1
DeepSeek V4-Flash-07313
Claude Opus 510
Qwen 3.5 27B14

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

Available reasoning traces