
Better Offline AI Is Worse Than The Dot Com Bubble: Part Three
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Jan 29, 2026 A sharp breakdown of why AI's economics may be far riskier than the dot‑com era. A comparison of GPU suppliers to old fiber vendors and the role of concentrated customers. A look at single‑stock dominance, heavy vendor financing, and the enormous infrastructure and power needs behind modern AI.
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Market Risk From One Dominant Company
- The AI bubble centers on a single dominant firm (NVIDIA) in a way the dot‑com telecoms did not.
- That concentration makes market panic over one stock able to drag the entire market down.
Corning And JDS Uniphase's Rapid Reversal
- Ed recounts Corning and JDS Uniphase's boom and rapid collapse around 2000–2001 as telecoms overbuilt fiber.
- Those firms swung from profits to huge losses after aggressive expansion and markdowns.
AI Infrastructure Is Far More Demanding
- AI infrastructure (GPUs, data centers, power) is far more resource and power intensive than the dot‑com fiber builds.
- That makes AI's capital and operational demands materially different and riskier than 2000 telecom projects.
