AI Managers, Not Teammates

AI progress has crossed a threshold: systems now autonomously complete complex, multi‑hour tasks and are managed rather than directly collaborated with. That changes workflows from back-and-forth prompting to oversight, coordination, and assignment of objectives. — This reframes workforce, regulation, and business models: law, labor policy, and corporate governance must adapt to overseers of autonomous AI rather than augmented human workers.