For the better part of the current artificial intelligence (AI) supercycle, enterprise infrastructure has operated under a strict single-vendor hardware monopoly. Cloud providers and hyper-scalers had little choice but to buy their accelerator chip from a single dominant supplier, paying premium prices to lock in the computing power they needed. That architectural and economic bottleneck is now actively fracturing.
