APEX-Agents · Management Consulting
World 128_RG_02
APEX-Agents task World 128_RG_02 in AI Agents for Cross-Border Regulatory Review. Compare dual-harness agent runs across models, scores, and public traces.
Task prompt
What the agent was asked to do
Calculate the change in the chances of success for each of the frontier business units. Use the formula 0.25 × the sum of all operational constraints. The numerical values of the operational constraints are available in the attached file. Please provide your answer right here. Round all final answers to 2 decimal places, i.e., 0.01%
Published trajectories
Agent runs on this task
Curated dual-harness runs (parsed + original sandbox). Best scored run per model.
| Model | Harness | Score | Result | Links |
|---|---|---|---|---|
| Gemini 3.1 Pro | dual | 4/4 | Pass | Run detailsPublic trace |
| GPT-5.4 | dual | 4/4 | Pass | Run detailsPublic trace |
| GPT-5.4 mini | dual | 4/4 | Pass | Run detailsPublic trace |
| GPT-5.4 nano | dual | 4/4 | Pass | Run detailsPublic trace |
| GPT-5.5 | dual | 4/4 | Pass | Run detailsPublic trace |
Grading rubric
Rubric criteria
Runs are graded against these criteria. Open a run for model-specific verdicts.
States that the absolute change in the chances of success for AmensaDrive is 0.00%
States that the absolute change in the chances of success for Skylink Atmos is 1.00%
States that the absolute change in the chances of success for AmensaMech is 0.75%
States that the absolute change in the chances of success for SolisOne is 3.25%