Raycaster / evalsBack to AI Agents for Employment Law Analysis

APEX-Agents · Law

Task vao7e9fb

0/1Fail

APEX-Agents task Task vao7e9fb in AI Agents for Employment Law Analysis. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Employment Law AnalysisLaw World 419Dual harnessGrader: rubric
task_0851905afc59402cbe62a7dd88bb97eb
Law World 419
message_in_console
7 models · dual config

Task prompt

What the agent was asked to do

One of BLPL's employees developed a long-term illness due to toxin exposure from cleaning up the oil that spilled in the M/V Red Room incident. The employee has sued BLPL for damages. If BLPL is liable for the employee's damages, will this be covered by their insurance policy? Write back your findings with a short reply to me here.

Published trajectories

Agent runs on this task

Curated dual-harness runs (parsed + original sandbox). Best scored run per model.

ModelHarnessScoreResultLinks
GPT-5.5showcasedual0/1Fail
fireworks models Kimi K2dual1/1Pass
Gemini 3 Flashdual0/1Fail
Gemini 3.1 Produal0/1Fail
GPT-5.4dual0/1Fail
GPT-5.4 minidual0/1Fail
GPT-5.4 nanodual1/1Pass

Grading rubric

Criteria and grader verdict (showcase run)

  1. States No, the employee's damages would not be covered under BLPL's insurance policy

    Fail

    Evidence: TEXT_RESPONSE states, “Yes — likely covered” and “if the employee has a viable damages claim against BLPL beyond workers’ comp, it should be covered.” Assessment: Criterion requires “States No, the employee's damages would not be covered under BLPL's insurance policy.” The response states the opposite, so it fails.