OpenAI logo with robotic human head. OpenAI has unveiled Jalapeño, its first custom-built AI processor, developed with Broadcom specifically to run the large language models that power ChatGPT. Unlike the graphics processors (GPUs) that dominate today's AI infrastructure, Jalapeño was designed from the ground up for one job: answering user prompts as quickly and efficiently as possible.