Case Study

A project team wants faster progress but has not chosen one metric to optimize. What should it decide?

Case context: A product team is collaborating on a model, but the members have not agreed on which evaluation metric they will optimize. They want to move more quickly.

Question: Using only the principle implied by the scenario, identify the missing condition and state what the team should settle on.

Sample answer: The missing condition is agreement on the evaluation metric to optimize. The team should choose that metric together, because sharing that decision helps the group make faster progress.

Key points:

  • The team has not yet aligned on one metric.
  • It should decide which evaluation metric to optimize.
  • That shared choice is associated with faster progress.

Rubric: The response should identify the lack of metric alignment, recommend choosing the evaluation metric to optimize, and connect that choice to faster progress.

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Updated 2026-08-12

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