AI Chip Executives Insist Demand Is Near-Unlimited Even as Stock Volatility Rises

Over the past year, semiconductor stocks tied to AI infrastructure have surged more than 300 % before entering a sharply volatile stretch. The sell-off was sparked by Meta’s announcement that it would off-load excess AI compute capacity, a move mirrored by Elon Musk’s xAI renting out idle resources, and a profit-forecast-driven stock dip at Samsung. Despite these market tremors, senior leaders of chip firms and data-center builders continue to argue that demand for AI compute remains “extraordinary” and far exceeds current supply.

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The volatility reflects a clash between bullish supplier forecasts and a growing enterprise focus on cost efficiency. Companies that previously encouraged “tokenmaxxing”—unrestricted AI usage—are now urging finance chiefs to justify spend, a shift described as “valuemaxxing.” While hyperscalers such as Microsoft, Amazon and Google keep ordering GPUs at scale, their corporate customers are scrutinizing utilization rates and ROI, prompting a broader rationalization of AI investments.

AI Chip Execs Say Demand 'Almost Unlimited' Despite Volatility

Leaders from Intel’s former CEO Pat Gelsinger to Cerebras CEO Andrew Feldman contend that the market’s appetite outstrips the available compute capacity. They point to ongoing shortages in data-center space and ancillary inputs, arguing that energy availability is the primary constraint on AI growth. Start-ups like Rebellions and photonics supplier Lumentum echo this optimism, noting multi-year backlogs and plans to expand capacity to meet projected demand.

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Nebius chief revenue officer Marc Boroditsky highlights a shift toward “more rationalization,” with CFOs tightening budgets while still seeking value-maximized AI deployments. This cautious stance signals that while demand may be robust, enterprises are increasingly selective about which workloads merit cutting-edge hardware versus legacy solutions.

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• “I somewhat think of AI demand as almost unlimited,” — Pat Gelsinger, General Partner, Playground Global

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• “What we're experiencing in terms of demand is extraordinary. There's much more demand than we're able to fulfil, and that's been our experience for some time now,” — Marc Boroditsky, Chief Revenue Officer, Nebius

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• “For the industry as a whole, the demand for compute far outstrips available capacity, and we're short on data centers.” — Andrew Feldman, CEO, Cerebras Systems

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• “AI infrastructure momentum [is] still huge,” — Sungyun Park, CEO, Rebellions

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• “We're trying to build up our capacity as much as we possibly can to fulfil a demand that we see out five years at this point,” — Michael Hurlston, CEO, Lumentum

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• “The CFO bringing the hammer down and slowing spend should actually be looking for value or valuemaxxing,” — Marc Boroditsky, Nebius.

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