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Edge AI Boom: Why AI Is Moving Beyond the Cloud

AI is moving beyond the cloud and into the devices we use every day. As hyperscalers pour trillions into data center infrastructure, the semiconductor industry is seeing growing demand for edge AI, where computations can happen directly on devices without relying entirely on cloud infrastructure.

Humi Esaka, CEO of Ambiq Micro, explains why on device AI is becoming increasingly important for reducing data center workloads while improving privacy and security. With demand for AI enabled products accelerating rapidly, Esaka says the company is seeing demand nearly double as customers look to deploy millions of chips across next generation devices.

The conversation also explores semiconductor supply chain constraints, the growing importance of local data processing for sensitive health and personal information, and what cross border listings reveal about global capital flows in AI hardware. Esaka also discusses Ambiq Micro’s dual listing in New York and Singapore and why access to global capital, talent and customers is becoming increasingly important in the race to build the next generation of AI devices.

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