Utilities. Low cost retail. Fast food.

Amazon. Walmart. Efficiency is arguably their key competitive advantage.

This matters regarding AI systems because a lot of customers may not want to pay extra for the best models! For a lot of companies, serving a good enough model efficiently is a competitive advantage.