Why the Smartest AI Teams Are Panic-Buying Compute: The 36-Month AI Infrastructure Crisis Is Here episode artwork

EPISODE · Feb 24, 2026 · 26 MIN

Why the Smartest AI Teams Are Panic-Buying Compute: The 36-Month AI Infrastructure Crisis Is Here

from AI News & Strategy Daily with Nate B. Jones

What's really happening with AI compute infrastructure? The common story is that supply will catch up to demand—but the reality is more complicated when DRAM prices spike 60% quarterly and every hyperscaler is hoarding capacity. In this video, I share the inside scoop on why the global inference crisis is not a prediction but an observation of current conditions:Why enterprise token consumption is scaling from 1 billion to 100 billion per worker annuallyHow memory, semiconductor, and GPU bottlenecks compound with no relief until 2028What hyperscalers choosing their own products over customers means for enterprise allocationWhere sharp CTOs are securing capacity and building routing layers nowFor enterprise leaders navigating the next 24 months, traditional planning frameworks are broken—and the window to act is closing fast.Subscribe for daily AI strategy and news.For playbooks and analysis: https://natesnewsletter.substack.com/p/executive-briefing-the-global-inference?© Nate B. Jones 2026 Hosted on Acast. See acast.com/privacy for more information.

What's really happening with AI compute infrastructure? The common story is that supply will catch up to demand—but the reality is more complicated when DRAM prices spike 60% quarterly and every hyperscaler is hoarding capacity. In this video, I share the inside scoop on why the global inference crisis is not a prediction but an observation of current conditions:Why enterprise token consumption is scaling from 1 billion to 100 billion per worker annuallyHow memory, semiconductor, and GPU bottlenecks compound with no relief until 2028What hyperscalers choosing their own products over customers means for enterprise allocationWhere sharp CTOs are securing capacity and building routing layers nowFor enterprise leaders navigating the next 24 months, traditional planning frameworks are broken—and the window to act is closing fast.Subscribe for daily AI strategy and news.For playbooks and analysis: https://natesnewsletter.substack.com/p/executive-briefing-the-global-inference?© Nate B. Jones 2026 Hosted on Acast. See acast.com/privacy for more information.

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Why the Smartest AI Teams Are Panic-Buying Compute: The 36-Month AI Infrastructure Crisis Is Here

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This episode was published on February 24, 2026.

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What's really happening with AI compute infrastructure? The common story is that supply will catch up to demand—but the reality is more complicated when DRAM prices spike 60% quarterly and every hyperscaler is hoarding capacity. In this video, I...

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