One thing I've noticed after following AI for a while is that the biggest winners eventually stop relying on someone else's infrastructure. At first, APIs and shared networks are enough to build fast. But once an application starts handling real users, real data and real value, control becomes everything. If your entire product depends on infrastructure you don't own, you're always building with limits someone else can change overnight. That's why I think projects like @CNPYNetwork are moving in the right direction. Instead of forcing every AI app onto the same execution environment, they let developers launch their own Virtual Chain while still benefiting from shared security. It feels like the natural evolution of AI infrastructure: → More ownership. → Better performance. → Greater flexibility. → Infrastructure designed around the application, not the other way around. AI-native products deserve AI-native infrastructure. The next generation of builders won't just create apps. They'll own the rails those apps run on.