Tags › #HSTU 2 posts
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Two Bets on Generative Recommendation: Semantic IDs vs. Fine-Tuned LLMs
A head-to-head comparison of the two paradigms remaking recommendation — semantic ID autoregressive models and fine-tuned LLMs — with trade-off analysis and a look at how they're converging.
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Generative Recommendation in Production: HSTU, OneRec, and What Every Major Platform Is Building
From semantic IDs to OneRec Think — how Meta, Kuaishou, Google, Alibaba, ByteDance, and LinkedIn are replacing two-stage retrieval pipelines with generative models. What's in production and where the field is heading.