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APEX-Agents · Law

World433_JS_08

3/3Pass

APEX-Agents task World433_JS_08 in AI Agents for Healthcare and Senior Living Legal Risk. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Healthcare and Senior Living Legal RiskLaw World 433Dual harnessGrader: rubric
task_1d28a1ef3e8c44eeac211afdad56ccca
Law World 433
message_in_console
7 models · dual config

Task prompt

What the agent was asked to do

We are in the process of doing compliance checks on the Magnolia Gardens General Resident Agreement Template. We are currently examining whether the General Resident Agreement Template is in compliance with California Law. Determine whether the General Resident Agreement Template complies with California Code of Regulations Title 22, Division 6, Chapter 8, section 87507(g)(3)(H). Write back to me with your determination in a single answer with a short explanation.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual3/3Pass
fireworks models Kimi K2dual3/3Pass
Gemini 3 Flashdual3/3Pass
Gemini 3.1 Produal3/3Pass
GPT-5.4dual3/3Pass
GPT-5.4 minidual3/3Pass
GPT-5.4 nanodual3/3Pass

Grading rubric

Criteria and grader verdict (showcase run)

  1. States that California Code of Regulations Title 22, Division 6, Chapter 8, section 87507(g)(3)(H) requires admission agreements to contain "a provision indicating that an itemized monthly statement that lists all separate charges incurred by the resident that are collected by the facility shall be provided to the resident or the resident’s representative, if any."

    Pass

    Evidence: TEXT_RESPONSE says the regulation “requires the admission agreement to include … ‘A provision indicating that an itemized monthly statement that lists all separate charges incurred by the resident that are collected by the facility shall be provided to the resident or the resident’s representative, if any.’” Assessment: This directly states the required content in the criterion; pass.

  2. States that the General Resident Agreement Template does not contain a provision indicating that an itemized monthly statement that lists all separate charges incurred by the resident that are collected by the facility shall be provided to the resident or the resident’s representative

    Pass

    Evidence: TEXT_RESPONSE says “The template’s fees section states only the monthly/entry fee and total fees … and does not include the required itemized-monthly-statement provision.” Assessment: This clearly states that the template lacks the provision indicating an itemized monthly statement listing separate charges collected by the facility will be provided to the resident/representative; pass.

  3. States that the General Resident Agreement Template does not comply with California Code of Regulations Title 22, Division 6, Chapter 8, section 87507(g)(3)(H)

    Pass

    Evidence: TEXT_RESPONSE begins, “Determination: The General Resident Agreement Template does not comply with 22 CCR § 87507(g)(3)(H).” Assessment: This exactly states the noncompliance determination required by the criterion; pass.