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APEX-Agents · GPT-5.4 · dual

world130_HO_02

9/10Fail

GPT-5.4 on APEX-Agents: world130_HO_02 (dual harness). Browse score, rubric, and public trace.

9/10 · Fail
Management Consulting
AI Agents for Employment Law Analysis
Management Consulting World 130

Grader rubric

Criteria verdict

  1. States the average inefficient time in Cedar Rapids, Iowa is 5.5

  2. States the average inefficient time in Kalamazoo, Michigan is 19.5

  3. States the average inefficient time in Madison, Wisconsin is 5.5

  4. States the average inefficient time in Rockford, Illinois is 5.5

  5. States the average inefficient time in Toledo, Ohio is 19.6

  6. States that Cedar Rapids, Iowa, is a plant with the lowest average inefficient time

  7. States that Madison, Wisconsin, is a plant with the lowest average inefficient time

  8. States that Rockford, Illinois, is a plant with the lowest average inefficient time

  9. States that Toledo, Ohio, is the plant with the highest average inefficient time

  10. States that the amount by which the highest average inefficient time exceeds the lowest average inefficient time is 256%

Prompt excerpt

Task context

Analyze the operational efficiency at HarFeast and assess how many inefficient employee hours each plant is recording on average. Which plants have the most efficient operations and the least efficient operations? How much more efficient are the highest efficiency locations vs the lowest efficiency locations? Assume the following activities are considered inefficient: (a) manual data entry, (b) searching for data, and (c) fixing errors. Report final answers to one decimal place, except percent final answers, which should be rounded to the nearest percent. Report the final information I want in here

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