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How AI Product Management is Different

  • The swift evolution of artificial intelligence (AI) is reshaping product development, introducing new challenges, roles, and strategic thinking for product managers.
  • AI product management involves a denser stakeholder ecosystem, probabilistic behavior, trial-and-error mindset, and foundational importance of data.
  • There are friction points in AI product management such as uncertainty, constant maintenance needs, fragile trust with users, and higher costs.
  • Despite challenges, AI presents opportunities for product managers to broaden technical and ethical understanding, embrace complexity, and leverage data in new ways.

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