Managers Becoming Liability Shields as AI Shapes Decisions Before Human Review

Executive Briefing

• Reveals how AI systems pre-filter and frame decisions before managers ever engage, undermining genuine oversight.
• Argues 'human in the loop' has devolved into corporate theater, providing legal cover rather than real accountability.
• Warns that blame for AI-driven failures increasingly falls on managers who lack visibility into how outputs were generated.
• Challenges organizations to distinguish between authentic human judgment and performative approval of AI recommendations.