AI Strategy

AI model commoditization: Why Enterprises should bet on multi-model AI strategy

In a single week, four of the world's best-funded AI labs shipped frontier models and the competitive order barely moved. The model layer is commoditizing, and value is migrating to price, performance, and orchestration.

The Neocloud race: How Nvidia became the banker behind the AI boom

Nvidia has converted itself from a chipmaker into the banker behind the AI infrastructure buildout. Through revenue-sharing backstops, vendor financing, and capacity guarantees, the company is no longer just selling GPUs into the neocloud boom.