OpenAI is designing its own custom AI chips to reduce reliance on Nvidia. The company seeks to optimize hardware specifically for its large-scale model training and inference needs. This move signals a shift toward vertical integration. Practitioners should expect potential shifts in compute availability and pricing as OpenAI scales its internal infrastructure.