On October 7, 2025, it was reported that OpenAI signed a major agreement to purchase AMD' s AI processing chips to power its new data centers. The deal includes a commitment to extensive purchases of MI450 chips and others to expand the computing infrastructure needed for larger models and faster cloud services. The impact is expected to provide additional computing power for OpenAI, reduce latency, increase synchronization for training and operation, provide a boost to the chip industry, and enhance competition among hardware suppliers. The move underscores the infrastructure race behind the development of large-scale AI.