Insights
Deep dives on layoffs, hiring, and the economic signals shaping the workforce. All sourced, verified, and grounded in data... but also opinions.
A rigorous data analysis of which roles are most vulnerable to AI displacement. Customer support leads at 50% automation, entry-level positions at high risk, middle management next. Includes timeline predictions and AI-proof career paths.
A Stanford study reveals a 13% drop in entry-level job listings as AI reshapes the workforce. Nearly half of Gen Z workers believe their college degrees have been devalued.
As millennials reach their peak earning years, AI automation threatens to undermine decades of career investment. Analysis of 167,000+ layoffs reveals how this generation—already weathered by two recessions—faces unprecedented challenges in job security, reskilling, and retirement planning.