Microsoft had a lot to gain out of the deal, too.

Most enterprise software delivery models were designed for a world in which code production was expensive and human effort was the scarce resource.

OpenAI’s Jalapeño chip signals a deeper push into AI infrastructure, but cost savings and independence from Nvidia still depend on scale.