OpenAI is designing its own inference chips to reduce reliance on Nvidia. The company seeks to lower costs and increase speed for its massive model deployments. This move shifts the firm toward vertical integration. Developers should expect more stable pricing and faster response times as these custom silicon solutions enter production.