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The "Mind the Gap" study indicates that AI adoption at a 10% utilization level results in only a 3-5% efficiency increase, significantly lower than the disruptive gains often marketed.

Impact: Organizations expecting exponential ROI from AI may face budget shortfalls and need to recalibrate expectations around incremental productivity improvements.

— from AI Washing, Layoffs, and Productivity Reality Check · Kollegin KI· Apr 03, 2026