AI's model race gives way to operational scale battle

The AI industry is shifting focus from building better models to running them reliably at scale, mirroring the early cloud era. Companies now compete on operational efficiency, infrastructure, and deployment reliability rather than raw model performance. This transition signals a maturation of the AI market, where execution matters more than innovation.