Predict the unpredictable

Skills for an AI-centric world

AI excels at predictable tasks. Don’t compete with it. Develop skills in important, highly unpredictable domains.

Verification

AI can't check its own work. Someone needs to check if it's right. Learn to:

• Test ideas in the real world

• Look for hidden mistakes

• Prove things mathematically

Divergence

AI only knows what it was taught. It needs people who think differently:

• Learn what most people ignore

• Have unique experiences

• Mix different subjects together

Judgment

AI struggles with judgment calls:

• Choosing between trade-offs

• Knowing when to break rules

• Spotting uncommon risks and opportunities