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Eugene Yan shares LLM challenges for Netflix recommendation systems

Eugene Yan, a Senior Applied Scientist at Amazon, presented at the 2024 Netflix Workshop on Personalization, Recommendation, and Search. His talk focused on the practical challenges encountered when developing and deploying large language model (LLM)-powered recommendation systems at a consumer scale. The workshop featured discussions on various topics including LLM evaluation, generative recommendations, conversational recommendation systems, and personalization strategies from companies like Meta, Google, Airbnb, and Spotify. AI

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RANK_REASON This is a summary of a presentation at a workshop, not a new model release or a significant policy change.

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COVERAGE [1]

  1. Eugene Yan TIER_1 ·

    Netflix PRS 2024 - Applying LLMs to Recommendation Experiences

    Challenges and lessons from deploying LLM experiences: evals, scalability, guardrails.