Soon for some jobs is my best guess.

I’m a middle-aged dad and I vibe coded a key piece for a new business with 10 days or Claude Code and Cursor. I got it to the 10 yrd line and then hired a developer - who was a good HS runner - 4:24 1600m - to finish it. The tools are crazy.

However, in that scenario you have to know what you want the output to be.

But I think lawyers - like my partner - will be impacted by 2030 at the latest.

And robotics might be as wild or more wild.