OpenAI is designing its own AI chips to reduce reliance on Nvidia. The company seeks to lower inference costs and secure hardware supply chains. This move shifts the firm from a pure software player to a vertical integrator. Developers should expect more competitive pricing as custom silicon optimizes specific LLM workloads.