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In this interview from theCUBE + NYSE Wired: AI Factories - Data Centers of the Future, Bob Beachler, corporate vice president at Efinix, joins theCUBE’s John Furrier to explain why edge AI is quickly becoming the proving ground for physical AI. Beachler details how Efinix has spent more than a decade rebuilding FPGA architecture from a clean slate, aiming to deliver high performance and low latency in power-starved environments where liquid cooling is not an option. He also outlines how embedded RISC-V processors and AI acceleration are expanding what engineers can do with programmable silicon as vision-heavy workloads move closer to where data is created. But what happens when the “AI factory” is no longer a warehouse-scale data center, but a supercomputer squeezed into a car trunk or a robot’s chassis? Beachler and Furrier trace the rise of heterogeneous compute at the edge, where CPUs, GPUs and FPGAs each take the work they do best. Beachler unpacks the case for FPGAs as “programmable ASICs” that compress innovation cycles from months to hours, citing a customer who built and deployed a thermal camera pipeline in 14 days. He also explains how Efinix is widening access through developer-friendly software layers, letting teams bring TensorFlow and PyTorch models to edge systems without requiring every contributor to learn HDL. 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 - Exploring the Frontier: Efinix and the Evolution of AI at the Edge 04:40 - AI Development: Current Innovations, Future Prospects, and Challenges at the Edge 07:24 - Enhancing Accessibility and Efficiency in FPGA and Heterogeneous Computing 10:35 - Efinix's Secret Sauce and the Future of AI 12:59 - Expanding Horizons: Efinix's Impact on FPGA Market Opportunities and AI Solutions 18:51 - Building Tomorrow: Team Synergy and the Future of AI #theCUBE #NYSEWired #AIFactoriesDataCenters #theCUBEresearch #Efinix #PhysicalAI #EdgeAI