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In this interview from Fully Connected 2026, Eric Ernst, commercial technology ambassador at Aston Martin F1, joins Richard Ahlfeld, senior vice president of physical AI at CoreWeave, to talk with theCUBE's John Furrier and Dave Vellante about how physical AI is reshaping Formula 1 race strategy and engineering velocity. Ernst details how the team's car generates a million data points per second, demanding a fully data-driven approach to setup decisions within tight cost-cap and wind-tunnel constraints. Ahlfeld explains how CoreWeave's forward deployed engineers bring cross-industry AI expertise into the garage, building models that transcribe and summarize dozens of overlapping radio channels in real time, filtering engine noise and accents so engineers can react within seconds rather than minutes. The conversation also explores how AI agents retain institutional memory, recalling what happened at previous races to inform live strategy calls that would be impossible for engineers to track manually. Ahlfeld outlines the broader playbook CoreWeave has applied across more than 100 customer projects, working backward from a company's engineering roadmap to identify which workflows benefit most from AI versus simple rules-based automation. Ernst and Ahlfeld touch on the limits of current simulation infrastructure, noting that aerodynamic and finite-element analysis still run on CPUs rather than GPUs due to regulatory constraints, with GPU adoption possibly arriving by 2028. They also discuss why autonomous driving technology trained on human behavior struggles on racetracks, meaning self-driving cars may become common on city streets before they ever compete on a circuit. From radio chatter to race-day regulation, the discussion illustrates how Formula 1 is becoming a proving ground for physical AI applications that extend well beyond the track. 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 - Integrating Technology in Motorsport: An Overview 03:32 - AI-Driven Engineering in F1 Race Preparation 06:44 - Engineering Velocity in F1 08:56 - Real-Time AI-Driven Race Communication Strategy 13:02 - Beyond the Track: The Impact and Evolution of F1 Simulations 16:07 - The Role of Digital Twins and Simulations 19:09 - Driving the Future: Safety, Fairness, and Autonomy #theCUBE #FullyConnected #theCUBEresearch #CoreWeave #AstonMartinF1 #PhysicalAI #F1

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