Bryan Catanzaro on How GPUs Turned NVIDIA into an AI Powerhouse | Invisible Machines S6E3 скачать в хорошем качестве

Bryan Catanzaro on How GPUs Turned NVIDIA into an AI Powerhouse | Invisible Machines S6E3

Bryan Catanzaro was instrumental in the adoption of GPUs for powering machine learning, which has effectively turned NVIDIA from a graphics processing hardware company into a $4T AI powerhouse. Bryan joins Robb and Josh to talk about his journey in AI and how the unique psychology and power structures at NVIDIA enables the company to continually meet the moment in surprising ways. They also discuss the impact of Bryan’s plea for help in categorizing data for emerging language models at a 2019 keynote he delivered to librarians at Stanford. Perhaps most importantly, Bryan shares thoughts on how hair was the first technology. Chapter 0:00 – Intro & Guest: Bryan Catanzaro of NVIDIA 1:25 – How GPUs Transformed NVIDIA into an AI Powerhouse 2:17 – Hair as Humanity’s First Technology 4:47 – Stanford 2019 Keynote: Librarians & Large Language Models 6:30 – Early Days of CUDA & the Pivot to GPUs for Machine Learning 10:58 – Being an Outsider: Convincing the World Neural Nets Matter 13:22 – Inside NVIDIA’s Culture: Paranoia, Pressure & Innovation 16:20 – Working with Jensen Huang: Leadership at Scale 18:13 – Why Compute Administration Is the New Core Skill for Business Leaders 23:10 – Diffusion Models vs. Sequential Prediction in AI 34:46 – The True Cost of AI: Electricity & Energy Constraints 38:32 – From Graphics to Generative AI: Triangles to Tokens 42:43 – The Future of AI Interfaces: Beyond Text Boxes ---------- Support our show by supporting our sponsors! This episode is supported through partnership with OneReach.ai. Experience the runtime for AI agents — a turnkey private architecture and tools for building enterprise-grade agentic solutions. Use any AI models Create guardrails for organizational alignment Equipped with enterprise grade security Avoid vendor lock-in OneReach.ai’s award-winning AI agent orchestration platform meets the many requirements for seizing powerful new technologies in this pivotal moment. Interested in implementing an Agent Platform for your organization? Book a Demo: https://onereach.ai/book-a-demo/?utm_... The revised and significantly updated second edition of our bestselling book about successful adoption of AI agents, Age of Invisible Machines, is now available anywhere you buy your books: Amazon - https://bit.ly/4hwX0a5 #InvisibleMachines #Podcast #TechPodcast #AI #AgenticAI #AIPodcast #DigitalTransformation #Coding #TechTrends #EnterpriseAI #GPUs #NVIDIA #AIInnovation #DataScience #LanguageModels #TechLeadership #CUDA