Model Gating Wars: Why Tool Chains and Infrastructure Now Define AI Competition

Frontier AI labs are restricting access to cutting-edge models, shifting competition from raw capability to infrastructure and tool chains. Enterprises face a critical choice: adopt vendor-locked managed platforms or invest heavily in custom optimization pipelines. Success now depends on inference efficiency and deployment architecture, not algorithm strength alone.