Matt Garman, AWS | AWS re:Invent 2025 скачать в хорошем качестве

Matt Garman, AWS | AWS re:Invent 2025

In this interview during theCUBE's coverage of AWS re:Invent, Matt Garman, chief executive officer of AWS, sits down with theCUBE’s John Furrier to outline the company's aggressive strategy for scaling AI infrastructure to meet the demands of the "AI factory" era. Garman describes a shift where the "campus is the new computer," highlighting Project Rainier – a collaboration with Anthropic involving 500,000 Trainium 2 chips in a single location. The conversation dives into the debut of Trainium 3, described as the world’s best inference platform with a 4x compute increase over its predecessor, and teases Trainium 4, which promises another 8x leap in performance. Garman notes that over 50% of tokens served through Amazon Bedrock are already running on Trainium, underscoring the rapid adoption of AWS custom silicon. Garman also details how AWS is moving beyond generic models to enable true enterprise differentiation through Nova Forge and "frontier agents." He explains that Nova Forge allows companies to inject proprietary data earlier in the training process to create secure, custom frontier models within their own VPCs. The discussion further explores the rise of autonomous agents capable of executing long-running tasks and remembering developer preferences to "force multiply" engineering teams. Garman argues that despite interest in the edge, the power and compute constraints of modern AI are driving workloads back toward the cloud, a trend supported by AWS landing 3.8 gigawatts of new data center power in the last 12 months alone. Find more SiliconANGLE news and analysis https://siliconangle.com/ Follow theCUBE's wall-to-wall event coverage https://siliconangle.com/events/ Learn about the latest theCUBE events https://www.thecube.net/ 00:00 - Intro 00:06 - Foundations and Future of AI Leadership 03:38 - Chip Economics and Expansion 06:18 - AI and Cloud Integration 09:45 - Custom AI Models and Tokenization 14:54 - Nova Models and Nova Forge 17:48 - Role of Agents in AI 20:28 - Frontier Agents and Their Impact 23:20 - AI Infrastructure Enablement 25:57 - Navigating the AI Landscape: Market Dynamics, Trends, and Future Outlook #theCUBE #AWSreInvent #theCUBEresearch #AWS #Trainium #GenerativeAI #AgenticAI