AI problem-solving Navigating the AI Era: The Looming Verification Bottleneck in Human Problem-Solving A longitudinal study reveals how generative AI shifts the problem-solving bottleneck from solution generation to verification, highlighting the critical need for AI literacy and robust verification strategies in hybrid intelligence.