Raycaster/ Eval

APEX-Agents

gpt-5.4-nano on World228_SM_Task06

0/1Fail
Domain
Investment Banking
Category
AI Agents for Tariff and Trade Law Analysis
Harness
dual

Grader rubric

Criteria verdict

  1. States pro-forma Net Income is $108,051,000

Prompt excerpt

Task context

Using the 2024 ATR annual report, analyze the results of a 15% tariff on Aptar Group’s FY2024 net income. Assume the 15% applies only to Cost of Sales, exclusive of depreciation and amortization. Round all values to the nearest thousand. Use a 20.35% tax rate. Output just the pro-forma net income as a reply here.

Response trace

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Public evidence and cloud agents are the same harness.

Eval exists so scores are inspectable—tasks, trajectories, artifacts, and rubric verdicts anyone can open.Workspace exists so people can automate real file work with that harness, and so Raycaster never evaluates work it cannot perform.