Why Leaders Need to Rethink Their Approach to AI Oversight
Harvard Business Review · 9 Nov 2026

Why Leaders Need to Rethink Their Approach to AI Oversight

When employees are slow to adopt AI, leaders may be inclined to impose more monitoring, mandates, and rules. But these measures can backfire. Employees who fear the consequences of making mistakes with AI may work around approved tools and policies rather than comply with them. Leaders then interpret those workarounds as evidence that even stronger controls are needed.


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