Human Premium and Trust Gap in AI Hiring

Labor-market evidence remains mixed: PwC describes productivity gains concentrated in a small set of firms, Gartner forecasts 1.7 million net jobs added by 2030 alongside substantial job creation and losses, and Budget Lab coverage contrasts international posting declines in highly exposed occupations with limited evidence of large-scale U.S. disruption. Freelance reports suggest more AI-related project demand and larger budgets, but near-flat hourly rates and noncausal, partly sponsored analyses mean these signals do not prove a broad AI pay premium or guarantee jobs.