AI demand reshapes cloud computing: scarce capacity and long-term deals replace on-demand

DavidLinthicum · x · 2026-10-26

Cloud expert David Linthicum notes that surging AI demand is reshaping cloud computing: capacity is no longer a simple on-demand commodity but a competitive market with scarce supply, where customers increasingly lock in long-term deals to secure compute.

The shift means the cloud's traditional elastic-pricing logic is being broken by AI's compute supply-demand imbalance, with capacity access itself becoming a competitive lever.

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