OpenAI is designing its own AI chips to reduce reliance on Nvidia. The company aims to optimize hardware specifically for large-scale model inference. This shift targets the massive cost of compute. Developers should expect tighter integration between OpenAI software and silicon, potentially lowering latency for future model deployments.