Phase Transition

The Convergence of Local Denoising Breakdown and Semantic Speciation in Generative Models

區域去噪失效與語意分化的同步：生成模型中的「相變」理論研究

This paper investigates why semantic class commitment and the breakdown of local denoising occur concurrently in generative models, proving that semantic information acts as their shared common cause.