Adapt before you have to.
The index tells you what’s coming. This page is what to do about it — five rules for AI-resistant work, and where the momentum actually is.
The five rules
Be physical
Unstructured, on-site, hands-on work is the deepest moat left. Robots master factories long before they master crawlspaces.
Be accountable
Gravitate toward work where a human must legally sign off — liability, licensure, and regulation are slow-moving shields.
Be the operator
The person who directs AI captures its value; the person who competes with it loses. Learn to run the machines in your field.
Be trusted
Relationships, reputation, and judgment under ambiguity compound. AI resets the value of skills, not of trust.
Be complex
Roles that blend disciplines — technical + human + regulatory — resist automation far longer than single-skill roles.
Move toward, move away
The honest timeline
Now: learn the AI tools of your own field — the operators outlast the resisters. 6–18 months: build one skill from the protected side of the index (physical, licensed, trust-based, or interdisciplinary). 2–5 years: if your role sits below 45 on the index, your pivot should be in motion — the worst time to move is when everyone else does. 5–10 years: the gap between “the role exists” and “the role employs as many people” becomes the whole story. Watch the dashed line, not the solid one.
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