Where Tomorrow's Engineers Come From, Part 2: The Apprenticeship Problem (www.abovethertl.com)

In "Where Tomorrow's Engineers Come From, Part 2: The Apprenticeship Problem," the author reflects on the limitations of AI in training the next generation of engineers, emphasizing that while AI excels in teaching fundamental concepts, it cannot instill the crucial practical skills or the nuanced judgment often referred to as "the olfact." This sense, built through experience, allows seasoned engineers to anticipate problems based on incomplete information—a skill that AI, limited by its lack of judgment, cannot replicate or teach. The discussion points to a future where junior engineers must engage in an interrogative practice with AI, treating its outputs as starting points for deeper exploration rather than accepted truths. Thus, the human element in engineering remains vital; engineers must actively cultivate curiosity and critical thinking to develop their judgment over time. Companies are urged to recognize the importance of nurturing these skills in their teams, as the growth of future senior engineers hinges on the ability to question, probe, and build understanding, rather than merely executing instructions.