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APEX-Agents · Gemini 3.1 Pro · dual

world130_HO_08

1/2Fail

Gemini 3.1 Pro on APEX-Agents: world130_HO_08 (dual harness). Browse score, rubric, and public trace.

1/2 · Fail
Management Consulting
AI Agents for Employment Law Analysis
Management Consulting World 130

Grader rubric

Criteria verdict

  1. States the updated annual productivity loss is $50,494,000

  2. States the average fully-loaded hourly wage used to calculate the annual productivity loss is $28.90

Prompt excerpt

Task context

The client sent us employee wage data (attached), so we need to update our assumptions in the financial analysis section of the survey analysis report to display the updated annual productivity loss figures (in 000s). Find the average hourly salary of employee roles and use that to update the annual productivity loss estimate (rounded to 1 decimal place). Assume average hourly wages in the data are fully-loaded costs. Assume the following activities are non-productive: manual data entry, searching for data, and fixing errors. Report final answers here, written out in a short message.

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