A new benchmark, WorldReasonBench, evaluates AI video generators on their reasoning capabilities rather than just image quality, revealing that while models like ByteDance's Seedance 2.0 excel in visual output, they struggle with logical reasoning. The findings indicate that the transition from mere pixel generation to true world modeling has not yet been achieved in the industry.