

Show Notes
Seventy one percent of Americans believe AI could permanently put people out of work. But fear isn't a forecast. So in this episode I did what the headlines won't: put actual numbers on it.
No guest this time. Just a decade of working in AI, every major forecast on the question, and the Probability Board — four categories of work, four probabilities, one verdict.
What the board says
- Routine digital work — 75% significantly disrupted by 2030
- Professional driving — 40% major displacement by 2030
- Knowledge work — 85% transformed, not eliminated
- Physical & care work — under 10% displacement by 2030
Three things making it changed my mind
- The robot uprising already happened — at the supermarket. Nobody protested. We just picked the shorter queue.
- The risk isn't a robot taking your chair. It's a person who uses AI taking your chair.
- Sixty percent of today's workers are in occupations that didn't exist in 1940. The work moves. The question is whether you move with it.
The verdict: 15% your exact job is eliminated by 2030. 80% it changes beyond recognition. Low odds it disappears — overwhelming odds it transforms.
Probability estimates are our own aggregate judgement, not a published forecast. Sources in the video description.
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