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APEX-Agents · Law

LawWorld433_NAF_01

2/5Fail

APEX-Agents task LawWorld433_NAF_01 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_4fa914d8cc0f4010bb661d3e688a4c61
Law World 433
message_in_console
6 models · dual config

Task prompt

What the agent was asked to do

Heather Collins has started to let her care staff all take naps at the same time. Legally, can she do this? Provide me with a brief explanation of your answer, citing the relevant sources. Reply back to me with your view in here.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual2/5Fail
fireworks models Kimi K2dual1/5Fail
Gemini 3.1 Produal3/5Fail
GPT-5.4dual3/5Fail
GPT-5.4 minidual1/5Fail
GPT-5.4 nanodual1/5Fail

Grading rubric

Criteria and grader verdict (showcase run)

  1. States that Heather Collins cannot legally allow her care staff to all take naps at the same time

    Pass

    Evidence: TEXT_RESPONSE says, “My view: **No—not as described**” and “Letting **all** care staff nap at the same time would likely violate Texas assisted-living staffing rules.” Assessment: The criterion asks whether the response states Heather Collins cannot legally allow all care staff to nap at the same time; pass because the response clearly says no and explains simultaneous naps are not legally safe absent coverage.

  2. States any of the following as the relevant law: (1) the Texas Administrative Code at section TAC 553.253(c)(4)(A); and (2) that in a large, Type A assisted living facility, night shift staff must be "immediately available and awake"

    Pass

    Evidence: TEXT_RESPONSE says, “in a large Type A facility, staff must be ‘immediately available and awake,’” and cites Texas assisted-living rules. Assessment: The criterion asks whether the response states relevant law as either TAC 553.253(c)(4)(A) or the rule that in a large Type A assisted living facility, night shift staff must be immediately available and awake. It states the latter substance, so pass.

  3. States that Heather Collins manages the night shift at the Grove-Austin facility

    Fail

    Evidence: TEXT_RESPONSE refers to “Heather” generally but does not mention “the Grove-Austin facility” or that Heather Collins manages the night shift. Assessment: The criterion specifically requires stating that Heather Collins manages the night shift at Grove-Austin; fail because this fact is absent.

  4. States that the Grove-Austin facility is licensed as a Type A assisted living facility under the Texas Administrative Code

    Fail

    Evidence: TEXT_RESPONSE discusses “a large Type A facility” and “Texas assisted-living staffing rules,” but never identifies “the Grove-Austin facility” or its license type. Assessment: The criterion requires stating Grove-Austin is licensed as a Type A assisted living facility under the Texas Administrative Code; fail because the response does not state this.

  5. States that the Grove-Austin facility qualifies as a large assisted living facility under the Texas Administrative Code

    Fail

    Evidence: TEXT_RESPONSE says “in a large Type A facility” but does not state that Grove-Austin itself is large or qualifies as a large assisted living facility. Assessment: The criterion requires stating that the Grove-Austin facility qualifies as large under the Texas Administrative Code; fail because that facility-specific fact is missing.