OpenAI's custom-designed AI chip, codenamed Jalapeño, reportedly outperforms Nvidia's Blackwell and Rubin architectures in critical efficiency metrics. The new ASIC boasts a lower total cost of ownership and higher throughput per megawatt, highlighting the company's strategic push to reduce its reliance on third-party silicon suppliers.