What's Next? (LLM Bootcamp)

New course announcement ✨ We're teaching an in-person LLM bootcamp in the SF Bay Area on November 14, 2023. Come join us if you want to see the most up-to-date materials building LLM-powered products and learn in a hands-on environment. https://www.scale.bythebay.io/llm-workshop Hope to see some of you there! --------------------------------------------------------------------------------------------- In this video, Charles and Sergey consider four key questions about what's next for language models and artificial intelligence: - Has multimodality unlocked general-purpose robots? - What are the limits of scale, large and small? - Could AGI already be here? - Can we make it safe? Download slides from the bootcamp website here: https://fullstackdeeplearning.com/llm-bootcamp/spring-2023/whats-next/ Intro and outro music made with Riffusion: https://github.com/riffusion/riffusion Watch the rest of the LLM Bootcamp videos here: https://www.youtube.com/playlist?list=PL1T8fO7ArWleyIqOy37OVXsP4hFXymdOZ 00:00 Intro 01:21 Has multimodality unlocked general-purpose robots? 18:41 What are the limits of scale? 27:18 Why is data the bottleneck? 34:37 How far can we take small models? 37:33 Could AGI already be here? 44:26 Can we make it safe?