TL;DR: Despite billions invested in retraining programs, evidence shows they consistently underperform for older, place-tethered workers unless paired with employer demand and regional job creation. Alternative models from Germany and Nordic countries suggest structural solutions beyond individual education. When a major coal plant closes, politicians promise coding bootcamps and green jobs. Five years later, longitudinal…
Month: September 2025
The Productivity Paradox: Why AI’s $15 Trillion Boost Isn’t Making Workers Richer
AI could add up to $15.7 trillion to global GDP by 2030, yet wages stagnate and inequality accelerates—revealing how technological progress becomes economic extraction rather than shared prosperity. TL;DR: Despite massive AI-driven productivity gains projected to add up to $15.7 trillion to global GDP, workers aren’t seeing the benefits. This investigation reveals how automation’s gains…
The Great Displacement: What AI Automation Actually Means for Young Workers
TL;DR: While experts debate AI’s job impact, real data shows young workers already face 13% employment decline in AI-exposed roles. The automation wave isn’t eliminating all jobs—it’s restructuring who gets economic opportunity, concentrating benefits in tech hubs while distributing costs across smaller communities. Part 1 of The Automation Dividend Series: This investigation examines real-world displacement…


