Fareed AI chip demand pushes cloud providers into multi-year capacity deals

Capacity crunch

Enterprise demand for inference and training continues to outpace available GPU supply, prompting major cloud providers to lock in multi-year capacity with chip makers.

What it means for startups

Smaller teams are increasingly renting spot capacity or using managed API providers instead of building their own clusters.