Scale-Up vs Scale-Out vs Scale-Across: The Three Layers of Future AI Infrastructure

AI infrastructure is evolving faster than ever. As model sizes continue growing, traditional scaling approaches are reaching practical limits. The industry is responding with a three-layer architectur