What if transferable skills don’t exist?

Summary

A deliberately strong argument locates reasoning and problem-solving in domain knowledge.

Christodoulou rejects generic exercises as a route to universally transferable creativity or critical thinking. She contrasts transitions between knowledge-adjacent jobs with superficially similar tasks in unrelated domains.

For AI education, this challenges replacing subject knowledge with general judgment skills. It belongs beside competing positions, not under a headline claiming a new experimental discovery.

The cited evidence review was not checked study by study.