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Cognitive Revolution · November 27, 2025 · 65m
Automation That Elevates: The Superhumans Model
Amanda Kahlow's Superhumans rewards employees who automate their own jobs by promoting them rather than laying them off, creating a positive-sum AI adoption model.
Canon
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Kahlow's model shows that the environment (incentive structures) around AI adoption matters more than the AI itself. When employees are rewarded for automating their own work, adoption accelerates.
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Employees who automate their own roles report higher meaning and engagement, not less. The act of designing automation becomes a creative responsibility.