Should governments mandate retraining programs as AI automates knowledge work?

AI is automating tasks traditionally done by knowledge workers—analysts, programmers, researchers—forcing societies to reconsider workforce planning. Governments globally are debating whether they should proactively fund retraining or let individuals and employers manage transitions independently.