# Wharton professor says four core skills, not trades, will help workers withstand AI

> Original title: 沃顿教授：转行技工难以抵御 AI 冲击，四类核心能力才是破局关键

- Source: IThome · AI
- Published: 2026-11-02T11:33:27.000Z
- Bad Influence: https://badinfluence.news/items/vieys2wiuhlv78cxrf1zqlqjd
- Original: https://www.ithome.com/1/021/246.htm

## Summary

Wharton professor Ethan Mollick says skilled trades will not reliably shield workers from AI, and names four traits that help: deep domain expertise, broad knowledge, aesthetic judgment, and personal initiative. He says entry-level apprenticeships are the bigger risk, because AI lets managers and firms skip training junior staff, cutting off the pipeline of experienced workers.