OpenAI's hardware chief told IEEE Spectrum how the company's own models helped build the Jalapeño chip. One benchmark went from 0.3% of the chip's peak speed to 89% in about 40 hours. OpenAI says humans still lead the work, and Broadcom handled the physical layout.