Intel Is ‘Still Undervalued:’ Why Dan Niles Sees Massive AI Opportunity Beyond Nvidia’s GPU Boom

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As the artificial intelligence (AI) revolution enters its next critical phase, the Founder of Niles Investment Management, Dan Niles, is looking past current market darlings, betting that Intel Corp. (NASDAQ:INTC) is poised for a massive hardware resurgence.

Rise Of Agentic AI

While Wall Street watched Nvidia Corp. (NASDAQ:NVDA) see its GPUs “explode higher” during the initial AI training boom, Niles argues the landscape is fundamentally shifting.

The catalyst is “Agentic AI”—systems capable of executing complex, multi-step tasks across various applications rather than just returning simple chat responses.

This transition requires an orchestration engine to organize data, which is exactly what CPUs do best. According to Niles, Agentic AI requires “10 to 100 times more tokens” than basic chat-based AI.

Consequently, the hardware demand ratio, which previously stood at about eight GPUs for every one CPU, is rapidly moving closer to one-to-one.

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