Elon Musk Says He's Building a Chip '2-3x Better Than Nvidia' at 10% the Cost. Should Nvidia Investors Be Worried? - The Globe and Mail

Elon Musk claimed in an interview with Baron Capital founder Ron Baron that he is developing an AI chip that will be 'two to three times better' than NVIDIA's GPUs at only 10% of the cost. This statem... Read original →

Musk’s claim of an AI chip delivering 2–3x NVIDIA’s performance at 10% cost—if realized—would disrupt the semiconductor stack. Upstream, ASML stands to benefit from surging EUV demand; downstream, server architectures may shift toward custom SoCs, eroding GPU dominance. However, TeraFab’s reliance on sub-3nm nodes exposes it to U.S. export controls, especially if involving foundries in Taiwan, China, raising compliance costs. NVIDIA’s Blackwell ecosystem remains formidable short-term, but Intel could accelerate Gaudi 4 adoption in HPC and autonomous driving niches. Over the next 18 months, the critical signal is whether TeraFab ships externally: internal use validates explosive AI compute demand; external sales would compress industry margins, forcing NVIDIA to deepen its Grace-Blackwell integration and software moat.