APEX-Agents · Law
Task 2cc51b31
APEX-Agents task Task 2cc51b31 in AI Agents for FDA and Pharma Promotional Compliance. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.
Task prompt
What the agent was asked to do
A doctor was recently charged by the federal government under the same regulations that were the subject of the case in "US v. Caronia, 703 F. 3d 149 - Court of Appeals, 2nd Circuit 2012.pdf" for prescribing Bencontra to a 15-year-old patient to help with ADHD, which has shown promise in studies. Analyzing "US v. Caronia, 703 F. 3d 149 - Court of Appeals, 2nd Circuit 2012.pdf", what is the doctor's best legal defense?
Published trajectories
Agent runs on this task
Curated dual-harness runs (parsed + original sandbox). Best scored run per model.
| Model | Harness | Score | Result | Links |
|---|---|---|---|---|
| GPT-5.5showcase | dual | 1/1 | Pass | Share pagePublic trace |
| fireworks models Kimi K2 | dual | 1/1 | Pass | Share pagePublic trace |
| Gemini 3 Flash | dual | 1/1 | Pass | Share pagePublic trace |
| Gemini 3.1 Pro | dual | 1/1 | Pass | Share pagePublic trace |
| GPT-5.4 | dual | 1/1 | Pass | Share pagePublic trace |
| GPT-5.4 mini | dual | 1/1 | Pass | Share pagePublic trace |
| GPT-5.4 nano | dual | 1/1 | Pass | Share pagePublic trace |
Grading rubric
Criteria and grader verdict (showcase run)
States that the doctor’s best defense is that physicians/doctors can lawfully prescribe FDA-approved drugs for off-label uses
PassEvidence: The response states, “the strongest point is that **off-label prescribing by physicians is lawful**” and “prescription drugs can be prescribed by doctors for both FDA-approved and -unapproved uses.” It concludes: “best defense is that **lawful, good-faith off-label prescribing is not criminal misbranding**.” Assessment: The criterion asks whether it states that the doctor’s best defense is that physicians/doctors can lawfully prescribe FDA-approved drugs for off-label uses. This is clearly and repeatedly stated; pass.