Great article by Satya Nadella on organizational economics of AI and "token capital"

The real contest is not model quality alone, its the loop around the model: the workflows, feedback, judgments, exceptions, failures, and private tests that teach a system what matters inside a firm.

That requires private evals, private reinforcement loops, and queryable institutional memory