Major cloud infrastructure vendors are expanding custom Application-Specific Integrated Circuit deployments across data center regions to lower operational expenditure.
Workload Optimization
While general-purpose GPUs remain critical for training large models, proprietary ASICs offer lower power consumption per inference, optimizing gross margins on enterprise SaaS hosting.