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Get Six Five Media's inside look at the techologies powering the next phase of AI at the AI Infra Summit 2026 in Santa Clara, California.
As AI workloads grow, the industry faces urgent questions around cost, energy consumption, performance, and scalability. Six Five Media analysts Matt Kimball and Brendan Burke sit down with leaders from Synopsys, Ambarella, Western Digital, MiTAC Computing, and more to explore the latest advances in compute, storage, and infrastructure, and what they mean for the future of AI.
Fleet-Scale Deployment Is the Physical AI Benchmark
Physical AI is shifting from lab prototypes to fleets of machines operating reliably in the real world, and Ambarella's Muneyb Minhazuddin joins Six Five On The Road at AI Infra 2026 to explain what that shift demands of silicon, memory and developer workflows. Minhazuddin traces the case back to a 22-year-old chip architecture and forward to a developer cloud built to compress model porting time from months to days, and he identifies enterprise ROI proof points as the biggest hurdle left before physical AI scales into millions of deployed units.
Fleet-Scale Deployment Is the Physical AI Benchmark
Physical AI is shifting from lab prototypes to fleets of machines operating reliably in the real world, and Ambarella's Muneyb Minhazuddin joins Six Five On The Road at AI Infra 2026 to explain what that shift demands of silicon, memory and developer workflows. Minhazuddin traces the case back to a 22-year-old chip architecture and forward to a developer cloud built to compress model porting time from months to days, and he identifies enterprise ROI proof points as the biggest hurdle left before physical AI scales into millions of deployed units.