Rethinking The Apprenticeship Ladder In An AI-Powered Workplace
This content was originally featured in a Forbes article in February 2026. Introduction Artificial intelligence (AI) is reshaping how work gets done across nearly every knowledge profession. Much of the conversation today focuses on productivity, automation and cost, or on speculation about entirely new roles. Less attention is paid to a deeper structural question for jobs