Interactive · AI & Work

Will AI reshape your job?

A quick, honest self-assessment. It weighs how automatable your day-to-day work is against how ready you are to work alongside AI — the skill set that programs like Claude Corps and China's degree overhaul are betting on. Move the controls; the reading updates live.

Your work

How routine and repetitive is your work?

Predictable, rule-based, repeatable tasks sit at the high end.

Highly variedHighly repetitive

How much depends on judgment, relationships, or physical presence?

Negotiation, care, hands-on work, accountability, novel decisions.

Very littleIt's the core

How comfortable are you with AI tools today?

Be honest — this is about current fluency, not potential.

How often do you actually use AI in your real workflow?

Owning a tool isn't the same as using it.

Your reading

Exposure

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how automatable

Readiness

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how adaptable

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Adjust the controls to see where you land.

Where to focus next

How this is calculated

This is an illustrative model, not a prediction. Transparent weights:
Exposure = routine×0.65 + (100 − human)×0.35
Readiness = literacy×0.6 + usage×0.4
Your position combines the two. No data leaves your browser.

This tool is a conversation starter, not a forecast of any individual's job security. Real outcomes depend on your specific role, employer, industry, and economy — none of which a slider can capture. Use it to spot where building AI fluency could give you an edge.

Companion to "As AI job fears mount, Anthropic and China are betting on a new kind of worker."