Current AI development has hit a ceiling—but not where most people think. The real constraint isn't model architecture. It's the messy part: how data gets collected, how it's validated, and what incentives drive the whole system. That's where the friction lives. Perceptron Network is directly tackling this foundational layer, attacking the data problem at its core rather than chasing incremental model improvements.