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Applied AI·August 2, 2026·1 min read

AI Adoption Sparks Cultural Divide

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When AI becomes a fault line in identity and workplace norms, deployment risk shifts from pure tech and legal into culture and retention. Leaders rolling out AI at scale need a change-management plan — explicit norms, opt-outs, and feedback loops — or they'll end up with shadow resistance that quietly kills adoption.