AI learning AI's Learning Hierarchy: Why Smart Systems Grasp "What's Valid" Before "What's Common" Explore the "Support-before-Frequency" hypothesis in AI's learning process. Discrete diffusion models prioritize valid data structures over statistical frequencies, impacting AI optimization and industrial solutions like AI video analytics.