Decentralized AI infrastructure isn't some future fantasy—it's the only viable path forward that doesn't collapse under its own weight. Centralized systems keep hitting hard ceilings, architectural bottlenecks they can't break through. The moment you distribute intelligence across networks instead of concentrating it in single points, everything changes. You eliminate the chokepoints. You get genuine scalability. Projects pushing this boundary prove what's possible when you actually ditch the old model and build on distribution principles rather than pretending centralization can somehow fix itself.