OpenAI Builds In-House Chips to Escape Nvidia Dependence

OpenAI's Jalapeño chip project is a bid to escape Nvidia's pricing power and capture hardware margin directly. The company is pursuing the vertical integration playbook of Google and Meta, but lacks their scale and manufacturing expertise, making execution uncertain. If the project succeeds, it would reset economics for AI inference and fine-tuning workloads across the industry. The risk is real; the timeline is unclear.