If AI Does the Junior Work, Who Becomes the Expert?

AI agents are starting to take over the work people find pointless. Davide Ghia on why a lot of that work is how juniors learn the job, and who will be senior enough to supervise the agents.

Chapters

1. 0:00 From individual contributor to manager of AI agents

2. 3:14 "Bullshit jobs," measured task by task

3. 5:03 A bullshit job, or just a bad job?

4. 8:33 Meaning is a perception: status, energy and people

5. 12:07 If AI can do everything, what should it take first?

6. 15:03 Why the boring tasks may be how you recharge

7. 19:54 The four-box: what workers want to hand off vs. what AI does well

8. 21:52 Cognitive endurance: when AI takes your downtime

9. 24:17 Why the two-day work week is a myth

10. 25:04 From doing to supervising: who trains tomorrow's experts?

11. 28:48 Where will the next generation of leaders come from?

12. 34:06 Small teams gain; big-company teams are at risk

13. 38:55 Will competition keep people employed?

14. 43:33 Can AI make apprenticeship better?

15. 48:47 AI sounds confident. Who's willing to say no?

16. 57:53 Mental atrophy: staying sharp when you only supervise

17. 1:03:25 Does anyone ask workers what they want to automate?

18. 1:05:56 Doing right by workers as a business strategy

Timed transcript · Full show notes and sources

Sources

• Will AI Agents Free Us From Meaningless Work? A Human-Centered Analysis (Ghia, Ranjit, Cerquitelli and Quercia) — arXiv

Disclosure

Adil Wali invests in startups. At 20:02 he describes how he looks for companies to invest in. At 21:12 and 31:09 he talks about OpenAI and Anthropic. Nothing in this episode is investment advice.