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Build Intelligent Products That Learn: AI Product Development

  • AI product development is shifting towards products that can learn and adapt to user behavior and intent.
  • This shift requires AI PMs to design systems that learn by default rather than just adding features.
  • To address user preferences not captured by traditional metadata, AI PMs are exploring visual similarity systems and CLIP-based image embeddings.
  • The focus is on balancing perception-led discovery with business logic to create adaptive systems that improve continuously.

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