Originally published byStack Overflow Blog
Ryan sits down with Frank Portman, CTO at Yobi, to talk about why next-token prediction, though great for language, isnโt the right inductive bias for forecasting human behavior. They discuss how Yobi builds a โfoundation model of behaviorโ using transformers and graph neural networks instead of chat-style LLMs, and what it takes to run millions of personalization decisions per second while keeping consumer data private.โโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโโโโโโโโ๏ปฟโโโโโโโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโโ๏ปฟโโ๏ปฟโโโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโ๏ปฟโโโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟ๏ปฟ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโ๏ปฟโโโโโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโโโโโโโโโ๏ปฟโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโโ๏ปฟโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโโโ๏ปฟโโ๏ปฟ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโโ๏ปฟโโโโ๏ปฟโโ๏ปฟ๏ปฟโโโโโโโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโโ๏ปฟโโ๏ปฟโโโโโโโโโโโโโ๏ปฟโโ๏ปฟโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโโโโโ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟ๏ปฟโโโ๏ปฟโโโโโโ๏ปฟ๏ปฟโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโโโโโ๏ปฟโโโโโ๏ปฟโโโโโ๏ปฟโโโ๏ปฟโโโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟโโโ๏ปฟโ๏ปฟโ๏ปฟโโโโโโโโโ๏ปฟโ๏ปฟโโโโโโโ๏ปฟโโโโโโโ๏ปฟ๏ปฟโโ๏ปฟโโโ๏ปฟโโโโโโโโ๏ปฟโโโโโโ๏ปฟโ๏ปฟโโโโโโโโโโโโโโโโโ๏ปฟ๏ปฟโ
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