The key non-linear upside is not just “more chips,” but higher platform content per deployment (
rack-scale systems and networking attach), plus software layers that become procurement requirements for regulated and uptime-critical AI. With supply-chain allocation as a gating factor, incumbency and ecosystem embeddedness can keep NVIDIA at the center of buildouts, while new commercialization (contracted capacity, optimizer/verification tiers, financing bundles) can extend durability as competition rises.