
Official Unemployment Is 4.1%. A Rival Measure Puts It Near 25%
LISEP's alternative measure puts U.S. functional unemployment at 24.9% in July, far above the 4.1% official rate, as payrolls and wages fall short.
Critical reporting on employment market trends, the future of remote work, corporate talent acquisition, labor economics, and workplace culture. We explore career development and economic labor shifts.

LISEP's alternative measure puts U.S. functional unemployment at 24.9% in July, far above the 4.1% official rate, as payrolls and wages fall short.

Stanford payroll data show AI-exposed 22-25 year-olds losing jobs at 3.8% a year, while wages diverge by income. What that means for a 'permanent underclass.'

China's record 12.7 million graduates face a 15.6% youth jobless rate as AI reshapes hiring; Vietnam shows the same skills-gap pattern at smaller scale.

U.S. unemployment fell to 4.2% in June 2026, but a 720,000-person labor force exodus — not hiring — drove the drop. Here's what the real number is, and why it matters for tech.

A source-grounded explainer on how AI-driven displacement creates a self-reinforcing demand contraction — and what policy interventions are being proposed as circuit-breakers.