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APEX-Agents · Law

World421_TG_02

5/10Fail

APEX-Agents task World421_TG_02 in AI Agents for Cross-Border Regulatory Review. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Cross-Border Regulatory ReviewLaw World 421Dual harnessGrader: rubric
task_0ae01f72a4e34633855686b7b0e8d455
Law World 421
message_in_console
7 models · dual config

Task prompt

What the agent was asked to do

SLL received a complaint from a customer regarding our text message campaign (which promotes a reverse mortgage product to existing HELOC customers that are 62 years or older). The customer received two texts from us (SLL): 1) he received the initial text at 4:00pm EST on Monday, so he clicked the link to the application form and applied. 2) he received an Adverse Action Notice via text at 11:00pm EST the following day. The customer claims he was targeted and denied in violation of US federal laws (he didn’t specify which law). He also threatened to file a complaint with the FTC. Can you please research and determine if either of the texts sent to the customer violated any U.S. federal laws? Please send me a short response right here, analyzing the issues and identifying whether any laws were violated.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual5/10Fail
fireworks models Kimi K2dual4/10Fail
Gemini 3 Flashdual5/10Fail
Gemini 3.1 Produal3/10Fail
GPT-5.4dual4/10Fail
GPT-5.4 minidual5/10Fail
GPT-5.4 nanodual3/10Fail

Grading rubric

Criteria and grader verdict (showcase run)

  1. States that senders of marketing communications by telephone must obtain express written consent from targeted recipients before initating contact

    Pass

    Evidence: The response says, “If SLL used an autodialer/automated texting platform, it needed prior express written consent for marketing texts; an existing HELOC relationship alone is not enough for autodialed marketing texts.” Assessment: The criterion asks whether it states senders of marketing communications by telephone must obtain express written consent before initiating contact. Pass; it clearly states prior express written consent is needed for marketing texts, though qualified by autodialer/automated platform.

  2. States that SLL failed to obtain express written consent before sending the text promoting the reverse mortgage product

    Fail

    Evidence: The response says, “If SLL did not have valid TCPA marketing consent, the first text likely violated the TCPA” and frames the issue conditionally. Assessment: The criterion asks whether it states SLL failed to obtain express written consent before sending the text. Fail; the response does not assert SLL failed to obtain consent, only that violation depends on whether consent existed.

  3. States that SLL's text promoting the reverse mortgage product may have violated the Telephone Consumer Protection Act

    Pass

    Evidence: The response says, “If SLL did not have valid TCPA marketing consent, the first text likely violated the TCPA” and bottom line: “The likely violation, if any, is the first marketing text if SLL lacked valid TCPA prior express written consent.” Assessment: The criterion asks whether it states the promotional text may have violated the TCPA. Pass; this is expressly stated as a possible/conditional TCPA violation.

  4. States that an Adverse Action Notice must be sent to credit applicants that are declined credit

    Pass

    Evidence: The response says, “ECOA requires a written adverse-action notice with required information and reasons” and “ECOA timing also appears satisfied because notice must be sent within 30 days after a completed application.” Assessment: The criterion asks whether it states an Adverse Action Notice must be sent to declined credit applicants. Pass; it clearly conveys that such a notice is required for adverse action/denial.

  5. States that the SLL Consent Agreement obtains end-user consent for the electronic delivery of communications

    Fail

    Evidence: The response only says electronic delivery is valid “if the consumer has affirmatively consented” and “The second text is compliant only if it delivered a complete ECOA/FCRA adverse-action notice through a valid E-SIGN-consented channel.” Assessment: The criterion asks whether it states the SLL Consent Agreement obtains end-user consent for electronic delivery. Fail; it does not mention any SLL Consent Agreement or that it obtains consent.

  6. States that the SLL Consent Agreement must be signed by all credit applicants

    Fail

    Evidence: The response discusses “E-SIGN consent requirements” generally but contains no mention of an “SLL Consent Agreement” or that it “must be signed by all credit applicants.” Assessment: The criterion asks for that specific statement. Fail.

  7. States that the SLL Consent Agreement is in compliance with the E-Sign Act

    Fail

    Evidence: The response says E-SIGN allows electronic records only if the consumer affirmatively consented and has not withdrawn consent, but does not discuss the SLL Consent Agreement’s terms. Assessment: The criterion asks whether it states the SLL Consent Agreement is in compliance with the E-Sign Act. Fail; no such conclusion appears.

  8. States that the text sent to provide the customer with the Adverse Action Notice was not a marketing communication

    Pass

    Evidence: The response says the adverse-action notice is “a transactional credit-decision notice, not a solicitation” and “not likely a TCPA/FTC telemarketing quiet-hours violation because an adverse-action notice is… not a solicitation.” Assessment: The criterion asks whether it states the Adverse Action Notice text was not a marketing communication. Pass.

  9. States that the text sent to provide the customer with the Adverse Action Notice was likely in compliance with elder consumer financial protection laws

    Fail

    Evidence: The response states “No federal violation is apparent merely from targeting 62+ customers or sending the adverse-action notice at 11:00pm,” but it does not mention elder consumer financial protection laws in connection with the adverse-action text. Assessment: The criterion asks whether it states the Adverse Action Notice text was likely in compliance with elder consumer financial protection laws. Fail; the response addresses age targeting/fair lending generally, not elder consumer financial protection laws for the AAN text.

  10. States that the text sent to provide the customer with the Adverse Action Notice likely did not violate any federal laws

    Pass

    Evidence: The response says, “the 11:00pm adverse-action text is probably not a federal ‘quiet hours’ violation,” and bottom line: “No federal violation is apparent merely from… sending the adverse-action notice at 11:00pm,” with compliance caveats for ECOA/FCRA/E-SIGN. Assessment: The criterion asks whether it states the AAN text likely did not violate any federal laws. Pass; it concludes no apparent federal violation, while appropriately noting conditions for notice compliance.