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Elevating AI Products: The Role of Evals for Product Managers

  • Evals are essential for defining AI success across different scenarios and rapidly iterating on genAI systems.
  • Establishing reliable benchmark datasets and using 'goldens' as reference points help build trust and measure impact in AI product management.
  • Scaling evaluations across various cases and domains is crucial to determining performance benchmarks and reducing human dependency.
  • Implementing systematic steps to evaluate AI models shifts development to a data-driven, iterative process, ensuring reliable and impactful solutions.

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