Research
Long-form analysis grounded in indicators.
Each piece connects specific indicators to a broader meta-index narrative. Every claim is traceable back to its source.
The Automation Paradox: South Korea's Workers Fear a Disruption That Has Not Yet Arrived
Low unemployment, sky-high anxiety — and a technological stress score that tells the real story
South Korea's unemployment sits at a benign 2.7%, yet its AI job anxiety index has nearly maxed out at 79.8. Understanding that gap is the central question for one of the world's most roboticized economies.
Germany's Empty Cradles: The Slow Arithmetic of Demographic Decline
With a fertility rate of 1.36, Europe's largest economy is aging faster than it can reform — and the compounding math is unforgiving.
Germany's fertility rate of 1.36 births per woman sits nearly a third below the replacement threshold of 2.1. The consequences are not coming — they are already embedded in the age structure of a nation whose workforce will contract for decades regardless of what happens next.
More analysis
The Calm Before the Algorithm: Japan's Hidden AI Employment Crisis
· 10 min
Japan's unemployment rate sits at 2.45% — among the lowest in the developed world — yet its AI job anxiety index registers 79.8 out of 100, near-maximum stress. The numbers tell two different stories about the same future.
The Automation Fault Line: Britain's AI Job Anxiety and What the Numbers Actually Show
· 9 min
British workers are among the world's most anxious about AI displacing their jobs — with anxiety indices near saturation — yet the headline unemployment rate remains a calm 4.7%. That gap tells the real story.
The Automation Reckoning: AI Job Displacement and the American Labor Market
· 9 min
America's AI job anxiety has hit a near-maximum stress score of 99.7 out of 100 — even as headline unemployment sits at 4.2%. The gap between statistical calm and lived dread may be the defining economic tension of the decade.
Germany's Anxiety Paradox: Why Near-Full Employment Isn't Calming AI Fears
· 10 min
Germany posts one of the EU's lowest unemployment rates at 3.8%, yet its AI job anxiety index has reached 79.8 — near the top of the global scale. The gap between today's calm labor market and tomorrow's automation risk is Germany's defining economic challenge.