Efficient AI is now an operating discipline

Most firms are still deploying frontier AI where smaller, cheaper, and more private models would do the job with no material loss in output. The next advantage will not come from buying the smartest model for every task. It will come from allocating intelligence with the same discipline used to allocate capital, labor, and plant capacity.