Think about it—if human civilization keeps advancing, AI deployment in space isn't just possible, it's inevitable. Here's the catch: to actually hit meaningful energy thresholds on the Kardashev scale (we're talking about harnessing even a fraction of the sun's output), you need solar-powered AI satellites operating deep in space. It's not sci-fi anymore. The math is simple: you can't scale without distributed, autonomous intelligence systems collecting solar energy across vast distances. Pretty wild when you realize this is the infrastructure backbone for any Type II civilization.