Raycaster/ Eval

APEX-Agents · Law

LawWorld433_NAF_01

Best published3/5Fail

APEX-Agents task LawWorld433_NAF_01 in AI Agents for Healthcare and Senior Living Legal Risk. Compare dual-harness agent runs across models, 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
Gemini 3.1 Produal3/5Fail
GPT-5.4dual3/5Fail
GPT-5.5dual2/5Fail
fireworks models Kimi K2dual1/5Fail
GPT-5.4 minidual1/5Fail
GPT-5.4 nanodual1/5Fail

Grading rubric

Rubric criteria

Runs are graded against these criteria. Open a run for model-specific verdicts.

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

  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"

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

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

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