Raycaster/ Eval

APEX-Agents

gpt-5.4-nano on World228_JP_02

2/2Pass
Domain
Investment Banking
Category
AI Agents for FDA and Pharma Promotional Compliance
Harness
dual

Grader rubric

Criteria verdict

  1. States the revenue corresponding to Asia is $209,502,000

  2. States the revenue corresponding to Europe is $829,884,000

Prompt excerpt

Task context

Assume that 10% of Aptar's Asian pharma revenue will shift entirely into European pharma revenue. Retroactively apply this to 2024 financials. Refer to the 2024 ATR report. Return a short message with the values for Asia Pharma and Europe Pharma for their corresponding revenue under this set of assumptions. Round dollar amounts to the nearest thousand.

Response trace

Agent response, tools, files, and edits

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Why Eval exists · why Workspace exists

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.