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APEX-Agents · GPT-5.4 · dual

World 127 TJ Task 4.0

4/6Fail

GPT-5.4 on APEX-Agents: World 127 TJ Task 4.0 (dual harness). Browse score, rubric, and public trace.

4/6 · Fail
Management Consulting
AI Agents for Automotive EV Transition Strategy
Management Consulting World 127

Grader rubric

Criteria verdict

  1. States that the 2026 - 2030 total gross profit (€) under the -2pp margin assumption for the exit scenario is €61,483,734,396.99

  2. States that the 2026 - 2030 total gross profit (€) under the -2pp margin assumption for the retain scenario is €55,522,462,356.13

  3. States that the 2026 - 2030 total gross profit (€) under the -2pp margin assumption for the transition scenario is €67,073,681,310.24

  4. States that the 2026 - 2030 total gross profit (€) under the +2pp margin assumption for the exit scenario is €73,205,554,354.82

  5. States that the 2026 - 2030 total gross profit (€) under the +2pp margin assumption for the retain scenario is €66,169,265,213.81

  6. States that the 2026 - 2030 total gross profit (€) under the +2pp margin assumption for the transition scenario is €79,868,960,058.25

Prompt excerpt

Task context

Let's check how a -2/+2 percentage points (pp) in annual gross margin for all component families affects Helios' total gross profit across the three scenarios. Assume base revenue stays constant, so any change in margin directly impacts gross profit and COGS. Using the file 5 year Business Case model, calculate the total gross profit in € under both -2 and +2 pp assumptions and give the results by scenario. Print your reply here, and round all final figures to two decimal places.

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