As AI adoption accelerates, organisations face a growing challenge: how to scale AI while controlling costs and maintaining performance. Joëlle Pineau and Roxanne Varza explore two sides of this equation: how enterprises can deploy AI efficiently at scale, and how frontier labs are pioneering highly efficient model architectures, not just larger ones.