72 min listen
Video as a Universal Interface for AI Reasoning with Sherry Yang - #676
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
Video as a Universal Interface for AI Reasoning with Sherry Yang - #676
FromThe TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)
ratings:
Length:
50 minutes
Released:
Mar 18, 2024
Format:
Podcast episode
Description
Today we’re joined by Sherry Yang, senior research scientist at Google DeepMind and a PhD student at UC Berkeley. In this interview, we discuss her new paper, "Video as the New Language for Real-World Decision Making,” which explores how generative video models can play a role similar to language models as a way to solve tasks in the real world. Sherry draws the analogy between natural language as a unified representation of information and text prediction as a common task interface and demonstrates how video as a medium and generative video as a task exhibit similar properties. This formulation enables video generation models to play a variety of real-world roles as planners, agents, compute engines, and environment simulators. Finally, We explore UniSim, an interactive demo of Sherry's work and a preview of her vision for interacting with AI-generated environments.
The complete show notes for this episode can be found at twimlai.com/go/676.
The complete show notes for this episode can be found at twimlai.com/go/676.
Released:
Mar 18, 2024
Format:
Podcast episode
Titles in the series (100)
Scaling Deep Learning: Systems Challenges & More with Shubho Sengupta — TWiML Talk #14: This week my guest is Shubho Sengupta, Research S… by The TWIML AI Podcast (formerly This Week in Machine Learning & Artificial Intelligence)