How artificial intelligence is reshaping the global knowledge economy — displacing millions of white-collar workers while concentrating wealth at an unprecedented scale.
Interactive breakdown of the total addressable market disrupted by AI, segmented by sector.
Revenue-scaled bubble chart of the companies building the AI economy.
Countries colored by AI displacement risk score.
States shaded by knowledge-worker vulnerability score.
Ranked by likelihood of significant AI displacement within the next decade.
A self-reinforcing cycle: AI displaces workers → wages fall → spending drops → businesses automate more.
Six fundamental paradoxes at the heart of the AI economy.
Key milestones from GPT-3 to projected 60% knowledge work automation by 2035.
Productivity & profits versus wages & participation.
Comparing proposed interventions across effectiveness, cost, and feasibility.
Cities most dependent on knowledge workers face the steepest projected home value declines.
Primary data sources underpinning this analysis.