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Martin Casado,Peter Wang

Reining in Complexity: Data Science & Future of AI/ML Businesses

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with @pwang @martin_casado

AI/ML development is like reining in the natural world, more like physics and even metaphysics, where data and models are fluid. But this not just a philosophical observation; it has real implications for the margins, organizational structures, and building of such businesses. Especially as we’re in a tricky time of transition, where customers don’t even know what they’re asking for, yet are looking for AI/ML help or know it’s the future. So what does this all mean for the software value chain; for open source collaboration and commodification; for a new type of AI/ML company; and for the future of software businesses?
0:44:31
Publisher
a16z
Series
a16z
Publication year
2020
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