AI's unusual bet: buying compute for years, selling intelligence by the token

vaibhavbetter · x · 2026-10-28

Ramaswmy Sridhar published a 16-part thread analyzing the AI industry's unusual bet: committing to multi-year compute purchases while selling intelligence priced per token, importing risk structures from banking, commodity trading, airlines, utilities and cloud into AI. Each sector explains a different facet of the risk.

Vaibhav amplified it with the core question: "whether demand keeps outgrowing committed cost" — whether revenue growth can truly cover years of locked-in compute commitments, or whether the industry is repeating the classic overcapacity cycle.

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