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Beyond Vibes: How Product Managers Can Use Evals to Build Better AI Products

  • AI has transformed product management, leading to the need for systematic evaluation of AI outputs.
  • Product managers should rely on evals (evaluations) to assess AI outputs against defined criteria.
  • Three primary evaluation approaches for product managers include grounded evals, rubric-based evals, and preference evals.
  • Implementing a systematic four-step evaluation process can help product teams ensure AI quality and user trust.

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