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The Future of AI Infrastructure with CoreWeave

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The Future of AI Infrastructure with CoreWeave

As AI applications become more complex, the infrastructure powering them needs to evolve. Corey Sanders, SVP of Product at CoreWeave, joins Chris to discuss why AI requires a fundamentally different approach than traditional cloud computing. They explore AI-native infrastructure, training and inference workloads, the rise of agentic development, optimizing GPU performance, AI research workflows, and why the future of software will be built around AI-first experiences rather than websites and apps.

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00:00:00Welcome to Practical AI!
00:01:23Introduction to CoreWeave and AI Landscape
00:02:12Transitioning from Microsoft to CoreWeave
00:05:14Understanding AI Workloads and Infrastructure Needs
00:08:28Realizations in AI Infrastructure and Workflows
00:11:31Teaching AI Practitioners About Infrastructure Challenges
00:15:59Identifying Failures in AI Training Jobs
00:19:19Introducing ARIA: AI Research and Iteration Agent
00:22:08The Future of AI Interaction and Agent Architecture
00:23:39AI-Centric Applications and Inference Models
00:27:31Sponsor: Framer
00:28:46Optimizing AI Workflows with Core Weave
00:33:32Balancing Portability and Performance in AI
00:38:29Integrating Robotics and AI at the Edge
00:45:13The Future of AI Engineering Teams
00:49:23Outro

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