The Next GPU Shortage Is Coming — Here's Who Suffers

About this video

A leaked supply-chain forecast reveals an impending GPU shortage, impacting AI labs and data centers before gamers. Discover which US and Chinese tech giants face delays and how this shortage could reshape the AI landscape by year's end. Chapters: 00:00 The Leaked Forecast 00:13 Shortage Impact by Segment 00:29 The Real Story 00:42 Shortage Impact by Segment 00:57 Hyperscalers hit hard 01:13 The ripple effect 01:29 The scramble 01:41 Allocation Cuts by Region 01:54 Beyond the Chips 02:10 Paperweight without packaging 02:24 CoWoS Capacity Utilization 02:39 Allocation Cuts by Region 02:54 Negotiation, Not Purchase 03:08 Insider's Guide 03:24 The Cost of Shortage 03:35 The New Competitive Map 03:51 The Packaging Puzzle 04:07 Pricing Pressure 04:23 Nvidia's Dominance 04:39 The 90% Lock 04:55 The $10B Blow 05:11 The 2026 Horizon 05:27 The Regional Divide Sources & further reading: • TrendForce — Market research firm tracking semiconductor supply chains, including TSMC's CoWoS capacity. • DigiTimes — Taiwan-based tech publication covering semiconductor industry and GPU supply. • Morgan Stanley Research — Investment bank reports on hyperscaler GPU reservations and AI infrastructure spending. • Gartner — Analyst firm providing market forecasts and impact assessments on technology shortages. • IDC — International Data Corporation, tracking GPU market share and AI hardware trends. • Reuters — News agency reporting on US export controls affecting Chinese AI firms.

From the video

The Leaked Forecast
The Leaked Forecast
The Next GPU Shortage Is Coming — Here's Who Suffers
The Stakes Are Clear
The Stakes Are Clear
Data-center war room
Data-center war room
Building the future
Building the future
Hyperscalers hit hard
Hyperscalers hit hard
The ripple effect
The ripple effect
The scramble
The scramble
The Next GPU Shortage Is Coming — Here's Who Suffers
The Next GPU Shortage Is Coming — Here's Who Suffers
Beyond the Chips
Beyond the Chips
The bottleneck
The bottleneck

More from The Tool Shelf

The Next GPU Shortage Is Coming — Here's Who Suffers