AUSTIN, Texas — Elon Musk has confirmed that Terafab, the ambitious Texas chip project backed by Tesla and SpaceX, is in early discussions with TSMC about bringing the world's largest contract chipmaker into the fold — a move that would sharply raise the program's odds of success.
"Just discussions, but something may come of it," Musk said of the talks, characteristically measured about a partnership that is still taking shape. He added that existing suppliers, including Samsung and TSMC, "remain important for near-term needs," a nod to the reality that Terafab's own output is still years away.
A Factory Built for AI Compute
Terafab, first announced in March 2026, is designed to guarantee a steady flow of advanced chips for Musk's companies rather than to compete as a general-purpose foundry. The first phase carries a price tag of roughly $16.8 billion, with total investment potentially reaching tens of billions across multiple stages. At full operation, the project aims to produce more than one terawatt of AI compute capacity every year — a figure that speaks to just how much silicon Tesla, SpaceX, and xAI expect to consume.
That appetite is not hypothetical. Tesla's self-driving and Optimus programs, SpaceX's orbital ambitions, and xAI's model training all run on custom and merchant silicon, and the companies' record quarterly results only sharpen the need for a secure supply.

