APEX-Agents · Law
World_421_ANB_03
APEX-Agents task World_421_ANB_03 in AI Agents for Healthcare and Senior Living Legal Risk. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
Senior Living Lending, Inc. ("SLL") emailed me because they are concerned that responses to their ad campaigns may fall under the Telemarketing Sales Rule (“TSR”). Can you please draft the content for a reply that I can send? Please include any relevant definitions. Write out your answer here. Here's the relevant part of their email for reference: Will the TSR requirements apply when we receive calls or texts from potential buyers in response to those print ads and online banners?
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-5.4 | dual | 8/9 | Fail | Run detailsPublic trace |
| GPT-5.5 | dual | 7/9 | Fail | Run detailsPublic trace |
| GPT-5.4 nano | dual | 6/9 | Fail | Run detailsPublic trace |
| fireworks models Kimi K2 | dual | 5/9 | Fail | Run detailsPublic trace |
| Gemini 3.1 Pro | dual | 5/9 | Fail | Run detailsPublic trace |
| GPT-5.4 mini | dual | 5/9 | Fail | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that the TSR requirements do not apply to potential buyers' responses to SLL's ad campaigns
States that responses to general media advertising are exempt from the TSR
States that general media advertising includes all of the following: (1) TV commercials; (2) infomercials; (3) home shopping programs; (4) radio ads; (5) print ads in magazines, newspapers, the Yellow Pages, or online directories; (6) online banner ads; and (7) other forms of mass media advertising and solicitation
States that entities receiving inbound calls in response to general media advertising must comply with TSR prohibitions on payment methods
States that when entities receive inbound calls in response to general media advertising, any upselling to a consumer will trigger TSR compliance
States that upselling occurs when a seller tries to sell additional goods or services during a single phone call, after an initial transaction
States that the general media advertising exemption to the TSR does not apply to all of the following: (1) franchises falling outside of the FTC’s Franchise Rule, (2) business opportunities not covered by the FTC's Business Opportunity Rule, (3) credit card loss protection, credit repair, or recovery services, (4) advance-fee loans, (5) investment opportunities, or (6) debt relief services
States that even if the TSR does not apply to calls from consumers in response to general media advertisements, it may apply to other portions of SLL’s marketing campaign
States that SLL must be specific about the type of advertising being conducted in order to maintain TSR exemption