9frameworks
Quality
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Human Premium AssessmentIn-depth
Score seven irreplaceable human value categories to determine which roles survive AGI
Six Demand Elasticities ModelIn-depth
Map six demand elasticities to find where AI expands markets and creates net-new jobs
The Last Invention ArgumentIn-depth
AI invents — making it the last invention and all retraining logic obsolete
The Job Displacement Gradient
AI replaces augmented workers before it replaces humans — the transition is the danger zone
The Four Inevitables
AI's trajectory is locked in; humanity only controls which outcome it gets
AI-Enabled Cognitive Labor Displacement Model
AI agents are replacing cognitive work now — not in the future
Digital Intelligence Structural Advantage Model
Why AI isn't a smarter human — it's a categorically different kind of mind
Meaning Crisis vs. Economic Crisis — The Real AI Displacement Risk
AI's deepest threat is not unemployment but purposelessness — men don't kill themselves because they're poor
The AI Job Ladder ModelIn-depth
Map where your career sits as AI climbs from technical roles toward human-touch ones—before it reaches you.