Seeing Like a Language Model // Linus Lee // AI in Production Conference Full Talk скачать в хорошем качестве

Seeing Like a Language Model // Linus Lee // AI in Production Conference Full Talk

// Abstract What do language models see when they read and generate text? What are the terms by which they process the world? In this talk, I'll share some encouraging updates on my continuing exploration of how embeddings represent meaning enabled by recent breakthroughs in interpretability research, and how these insights might help us build better capabilities for retrieval-augmented LLM systems and imagine more natural interfaces for reading and writing. // Bio Linus is a Research Engineer at Notion prototyping new interfaces for augmenting our collaborative work and creativity with AI. He has spent the last few years experimenting with AI-augmented tools for thinking, like a canvas for exploring the latent space of neural networks and writing tools where ideas connect themselves. Before Notion, Linus spent a year as an independent researcher, during which he was Betaworks's first Researcher in Residence. A big thank you to our Premium Sponsors, ‪@Databricks‬ and ‪@baseten‬, for their generous support! // Sign up for our Newsletter to never miss an event: https://mlops.community/join/ // Watch all the conference videos here: https://home.mlops.community/home/col... // Check out the MLOps Community podcast: https://open.spotify.com/show/7wZygk3... // Read our blog: mlops.community/blog // Join an in-person local meetup near you: https://mlops.community/meetups/ // MLOps Swag/Merch: https://mlops-community.myshopify.com/ // Follow us on Twitter:   / mlopscommunity   //Follow us on Linkedin:   / mlopscommunity   #embedding #llm #ai #languagemodels