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Data is the New MVP: Rethinking MVP Strategy for AI Products

  • In the era of AI, data is considered the most valuable player (MVP) for building successful products.
  • Traditional MVP strategies focus on validating assumptions with minimal product development, whereas AI products require high-quality training data for success.
  • AI development is nonlinear, with model performance improving significantly with better data, making strong data pipelines essential for AI success.
  • It is crucial to rethink MVP strategies for AI, focusing on validating the system's ability to learn effectively rather than just launching a feature.

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