What We Tell the Next Generation

Universities still prepare people for paths: lawyer, doctor, engineer, musician, a calling plus a sequence of skills. The sequence still works as training, but it leads to less each year, and nobody can yet show the paths that will replace it.

Telling a young person to pick a job is giving directions to a destination that may not exist when they arrive.

The job may be the wrong unit altogether. If the shift is as large as it looks, the categories we use to describe work will change too, and the abilities people bring will start to define roles, rather than roles defining which abilities count. That changes what is worth teaching.

First, teach them to notice what is natural to them, early, before grades and labels decide it for them. The method from the third piece in this series works for a fifteen-year-old as well as for a fifty-year-old, and it works better when a parent or teacher acts as the outside witness.

Second, teach commitment without a label. Someone who chose the guitar and practised it for years can hear those years in their own playing. AI tools do not give that kind of legible progress by default, because they make everything possible at once. Young people need to choose a direction and stay in it long enough to feel mastery, even when the direction has no job title attached.

Third, protect friction. Craft makes this obvious: in antique repair or woodwork, skill comes from the resistance of the material and the time it takes. Limits produce frustration, and they also produce creativity and judgment. An AI that removes every difficulty can remove the conditions under which a young person develops judgment. The tool should take them further once the basics have been earned by hand.

Fourth, tell them to live. Emotional depth and judgment are built from lived experience, and as AI takes over production, people who know what something should feel like will matter more. Roles around designing or curating experiences may become real work, and they would need exactly that material. I cannot say yet which of those roles will exist.

None of this tells a young person which job to aim for, because nobody knows. It gives them a way to find a signature path when nobody hands one out, which is the situation they will be working in.