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Sector readiness scores mask significant individual disagreement, with 60% of variation stemming from personal perceptions rather than the challenges themselves.
Complexity in AI and robotics challenges can significantly undermine community readiness, with a one-point increase in complexity correlating to a 0.21-point drop in perceived preparedness.