OpenAI unveils first chip as part of Broadcom deal in effort to 'build the full stack' - CNBC

OpenAI has finally released a chip, the Jalapeño, developed with Broadcom and labelled an 'Intelligence Processor.' The goal is to reduce reliance on Nvidia GPUs — a noble aim, but one that involves replacing a market-dominating monopoly with a duopoly. The 'build the full stack' rhetoric is classic Silicon Valley: vertical integration sounds grand until you realise it means you now also own the hardware problems you previously outsourced. Never mind that Nvidia's CUDA ecosystem is the real lock-in; a chip named after a pepper is surely the key to freedom.

The timing is impeccable: right when Nvidia's hold on AI hardware is being questioned by everyone from regulators to competitors, OpenAI steps in with a chip that promises 'accessibility.' Accessibility is a nice word for 'we want to lower costs and control our destiny,' but it's also a veiled admission that current AI costs are unsustainable. Meanwhile, Broadcom provides the manufacturing chops, but Broadcom's expertise is in networking and custom ASICs for telecom, not the massive matrix multiplications that define AI training. The Jalapeño might be optimised for inference, leaving training to Nvidia — hardly the 'full stack' OpenAI dreams of.

What remains to be seen is whether the chip can deliver on its promise. If it offers decent performance at a fraction of the cost, it could be a genuine disruption. If it's just another also-ran GPU alternative, it will join the graveyard of 'Nvidia killers' that litter Silicon Valley. Still, it's a start. OpenAI now makes hardware, software, and models — it's about as vertically integrated as a company can get. Whether that's efficiency or hubris depends entirely on how much the Jalapeño actually performs. For now, the AI world watches with raised eyebrows and mild curiosity, waiting to see if the chip has any real bite or just a lot of heat.