As artificial intelligence accelerates its transformation of white-collar industries, one of its pioneers, Geoffrey Hinton, is raising red flags about the future of work. In a candid podcast appearance, the acclaimed “Godfather of AI” suggested that manual trades like plumbing may be far more resilient than high-tech careers in the face of automation. While AI continues to upend knowledge-based professions such as law, marketing, and coding, Hinton argues that hands-on roles requiring physical dexterity and real-world judgement remain difficult for machines to replicate.