OpenAI is designing its own custom silicon to reduce reliance on Nvidia's GPUs. The company seeks to optimize inference costs and hardware efficiency for its next-generation models. This move signals a strategic shift toward vertical integration. Developers should expect potential shifts in cloud pricing and model availability as proprietary hardware scales.