What this future looks like
AI becomes an ordinary layer of work: always available, often powerful, and rarely the whole job. People use systems to draft, analyze, simulate, search, coordinate, and execute pieces of work that once consumed hours or days.
Jobs change substantially, but the economy does not resolve into a simple story of machines replacing people. Human judgment, relationships, accountability, taste, physical action, and the ability to navigate ambiguity remain valuable. The best organizations redesign work around those advantages rather than merely removing headcount.
The central question becomes who gets amplified. If access, training, and bargaining power are broad, augmentation raises capability widely. If they are not, the same technical pattern can widen inequality even while employment remains resilient.