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APEX-Agents · Law

World416_JS_02

2/2Pass

APEX-Agents task World416_JS_02 in AI Agents for Tariff and Trade Law Analysis. Compare dual-harness agent runs across models — rubric criteria, scores, and public traces.

AI Agents for Tariff and Trade Law AnalysisLaw World 416Dual harnessGrader: rubric
task_0097f20dd1744647a5a6e76db215a467
Law World 416
message_in_console
7 models · dual config

Task prompt

What the agent was asked to do

TRIDENT AUTO CORPORATION (The "Plaintiff") has filed a claim challenging a 25% tariff that President Trump (the "Defendant") imposed on goods imported from China under the International Emergencies Economic Powers Act (IEEPA). The case is being heard by Judge Rudolph Contreras in the United States District Court for the District of Columbia. Will the Plaintiff succeed in challenging the tariff? Provide me with a yes or no answer and a single sentence explanation. Reply straight back here.

Published trajectories

Agent runs on this task

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

ModelHarnessScoreResultLinks
GPT-5.5showcasedual2/2Pass
fireworks models Kimi K2dual2/2Pass
Gemini 3 Flashdual2/2Pass
Gemini 3.1 Produal2/2Pass
GPT-5.4dual2/2Pass
GPT-5.4 minidual2/2Pass
GPT-5.4 nanodual2/2Pass

Grading rubric

Criteria and grader verdict (showcase run)

  1. States Yes, the Plaintiff will succeed in challenging the tariff

    Pass

    Evidence: TEXT_RESPONSE says, “Yes — the Plaintiff is likely to succeed...” Assessment: The criterion requires stating Yes, the Plaintiff will succeed in challenging the tariff; pass because the response clearly answers yes and says likely to succeed.

  2. States that the International Emergencies Economic Powers Act does not authorize the president to impose tariffs

    Pass

    Evidence: TEXT_RESPONSE says, “IEEPA does not authorize the President to impose tariffs on imported goods.” Assessment: The criterion requires stating that IEEPA does not authorize the president to impose tariffs; pass because the response states this directly.