The Hidden Cost of Corporate Numbing: Why AI Adoption Stalls

The core idea here is that organizational resistance to AI is rarely about technical skill or time management. Instead, it is a psychological defense. Leaders and employees use the busyness of work to avoid deeper, uncomfortable questions about their relevance and life priorities. Providing better tools or carving out time for experimentation will fail because these solutions ignore the underlying fear of professional obsolescence and the desire for emotional numbing. Readers who understand this dynamic stop treating AI as a productivity problem and start treating it as a leadership challenge.

The Illusion of Time Management

Most organizations treat AI adoption as a logistical hurdle: if they provide the right tools and clear the calendar, employees will innovate. This is a mistake. As Alex Kuilman notes, the I do not have time excuse is a classic behavioral defense. It is not that employees lack the hours; it is that they lack the psychological safety to risk appearing incompetent while learning something new.

When leaders force AI adoption without addressing this, they create friction. Employees retreat into the safety of their old, inefficient habits. The wherewithal to use AI, like Jeremy's 20-year delay in automating travel briefings, is not a lack of capacity. It is a failure of imagination caused by being too deep in the numbing of daily tasks.

> I think corporate numbing cannot be underestimated because if there is a level of inefficiency and assistance it is because people have become numb.
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> -- Alex Kuilman

The AI Vampire and the Trap of Efficiency

A counterintuitive consequence of AI is that it often leads to more work, not less. This is the AI vampire effect: as individuals become 10 times more efficient, they do not reclaim that time for health, family, or community. Instead, they fill the newly created space with more work.

This happens because professional tasks provide a convenient form of corporate numbing. It is easier to answer emails than to engage in the messy, high-stakes emotional labor of parenting or community building. By optimizing for productivity, we are fueling the very system that prevents us from experiencing the spaciousness that true creativity requires.

The Competitive Advantage of Holding

The most durable competitive advantage for a leader today is the ability to hold a system. This means creating an environment where employees feel safe enough to admit they are scared, confused, or feel incompetent.

Kuilman’s approach, rooted in Bob Keegan's Immunity to Change framework, suggests that leaders must help their teams identify their big assumptions, which are the unconscious beliefs that keep them stuck. If a leader cannot hold themselves, meaning they cannot remain grounded and neutral in the face of resistance, they cannot hold their team. The payoff for this is profound: a system where curiosity replaces fear, and where AI is used to augment human potential rather than just accelerate the pace of corporate numbing.

> The capacity to hold a system predicates the person holding which in this case is an outsider coming into support having the capacity to hold which means I have to hold myself.
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> -- Alex Kuilman

Key Action Items

• Shift from Carving Out Time to Stealth Integration: Stop asking teams to find hours for experimentation. Instead, embed AI into existing workflows, such as using screen recording to codify existing manual tasks into skills, so it becomes a natural part of the daily cadence. (Immediate)
• Audit Your Numbing Habits: Ask yourself if your high-volume work is a genuine contribution or a justification to avoid difficult personal responsibilities or creative exploration. (Over the next quarter)
• Practice Grounding Before Leadership Interventions: Before entering high-stakes meetings, practice physical grounding to move from a head experience to a body experience. This allows you to deliver harsh or complex messages without projecting your own anxiety onto the team. (Immediate)
• Implement Success or Failure Rituals: Adopt the practice of having team members share either a success they are proud of or a failure they are embarrassed by, with the explicit rule: Either is okay, neither is not. This builds the psychological safety required for genuine experimentation. (12-18 months)
• Reclaim the Spaciousness Dividend: When AI gives you back 20 minutes, consciously choose to invest that time in non-work activities like health, family, or doing nothing. This prevents the AI vampire from consuming your life and forces you to confront the discomfort of being present outside of work. (Over the next quarter)