A $16.8 billion investment will fund a chip factory that Elon Musk claims will be the largest building on earth. This massive facility targets the critical bottleneck of AI compute hardware. By scaling internal production, Tesla aims to reduce reliance on external suppliers. This move accelerates the deployment of custom silicon for autonomous systems.