Position: AI Scaling: From Up to Down and Out

Yunke Wang, Yanxi Li, Chang Xu

AI Scaling has traditionally been synonymous with Scaling Up, which builds larger and more powerful models. However, the growing demand for efficiency, adaptability, and collaborat…