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0:52
YouTube
Hamel Husain
The 3 Gulfs Framework: Why Building LLM Products Is Harder Than You Think
Building AI products isn't just hard—it's fundamentally different from traditional software development. Even experienced teams struggle with LLM pipelines because developers need to bridge three distinct "gulfs" between their code, the models, and the data. This framework from Berkeley research explains why AI product development requires ...
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