The most interesting thing about OpenAI's new chip isn't Nvidia, it's Apple (www.techradar.com)

OpenAI has announced the development of Jalapeño, its custom inference processor created in collaboration with Broadcom. This move signals OpenAI's shift towards a vertically integrated strategy reminiscent of Apple's transformation over the last decade. By designing its own hardware to optimize inference—the process that powers user interactions with models like ChatGPT—OpenAI aims to improve performance, reduce costs, and enhance user experience. This technical innovation positions the company to tailor hardware specifically to its AI models, a distinct advantage over competitors relying solely on off-the-shelf solutions. The significance of Jalapeño lies not only in potentially reducing OpenAI's dependence on Nvidia's chips but also in establishing a trend among tech giants aiming for greater control over their hardware and software ecosystems. Companies like Google, Amazon, and Microsoft are also investing in their custom AI chips, illustrating a broader industry shift. As these firms build out their infrastructure, the strategic development of proprietary processors may lead to significant changes in the competitive landscape of AI, much like Apple's approach altered the dynamics with Intel. OpenAI's initiative marks the beginning of a new chapter, where AI companies increasingly design their hardware to align with their unique model requirements.