Quantitative Breakdown of Native 8K Image Generation Models: Data Quality Is the Real Bottleneck

The most valuable info in this article is that a domestic image generation model capable of "native 8K output," "self-drafting," and "self-checking" showcased the closed loop from understanding to generation to action for the first time at WAIC. But as a quant researcher, I care more about the stability of this loop in real data streams, its out-of-sample generalization ability, and—whether it has actually overfitted.