HR Technology Strategy
The Skill Atrophy Trap.
AI copilots deliver genuine productivity gains – 12% more tasks, 25% faster, measurably higher quality. But the first rigorous experimental evidence shows that workers become 19% less accurate on complex tasks outside AI's capability zone, endoscopists lose 20% of their detection ability after routine AI use, and the cognitive science explaining why has been staring at us for decades. Organizations optimizing for today's speed metrics may be systematically eroding the human judgment they'll need to supervise AI tomorrow.
March 22, 2026 20 min read