Data-Driven Leadership and Careers

Why multi-purpose systems are hard to design safely

A non-AI analogy to explain a difference between generative and traditional enterprise AI systems

Cassie Kozyrkov
5 min readMay 31, 2023

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In the previous installment of this series, I told you that solving trust and safety for traditional enterprise-scale AI systems is a walk in the park compared with trust and safety for generative AI. Let me summarize the two key insights from that article:

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Cassie Kozyrkov

Chief Decision Scientist, Google. ❤️ Stats, ML/AI, data, puns, art, theatre, decision science. All views are my own. twitter.com/quaesita