Elon Musk envisions Tesla building robot-led factories and deploying datacenters in space to bypass terrestrial constraints. These ambitious infrastructure plays aim to scale compute and manufacturing capacity for autonomous systems. While the timeline remains speculative, the shift toward off-planet hardware suggests a massive bet on AI compute demands. Practitioners should monitor these capital expenditures.