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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· artificial-intelligence · business

AI didn’t deskill us, we were already deskilled

This article gets it half right. AI isn't deskilling workers. It's revealing how many of us were already deskilled—trained to follow scripts, fill templates, and optimize compliance instead of thinking. The real threat isn't the tool. It's that we built work systems that never required judgment in the first place. We turned people into process executors, then act surprised when a machine does it better. If your job can be automated by today's AI, the problem isn't the technology. It's that the work was already mechanical. We just called it a career. The question isn't whether AI deskills us. It's whether we'll use this moment to reclaim the capacities we let atrophy.

This article gets it half right.

AI isn’t deskilling workers. It’s revealing how many of us were already deskilled—trained to follow scripts, fill templates, and optimize compliance instead of thinking.

The real threat isn’t the tool. It’s that we built work systems that never required judgment in the first place. We turned people into process executors, then act surprised when a machine does it better.

If your job can be automated by today’s AI, the problem isn’t the technology. It’s that the work was already mechanical. We just called it a career.

The question isn’t whether AI deskills us. It’s whether we’ll use this moment to reclaim the capacities we let atrophy.

Bosses think AI will boost productivity — but it’s actually deskilling workers, a professor says

Why customer tools are organized wrong

This article reveals a fundamental flaw in how customer support tools are designed—organizing by interaction type instead of by customer—and explains why this fragmentation wastes time and obscures the full picture you need to help users effectively.

Infrastructure shapes thought

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Server-side dashboard architecture: Why moving data fetching off the browser changes everything

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A book on AI, judgment, and staying human at work.

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Practical essays on how work actually gets done.

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The immune system you didn't design

An organization's real immune system isn't the one in the policy manual. It's the one that activates when someone says 'we have a problem' and twelve people check their own house before being asked.

The accommodation tax

Every time I ask an AI agent for a change, I still cringe. The flinch response trained into me by years of working with humans never unlearned itself, even when the other side is incapable of pushback.

Redefining leadership: Embracing human judgment amid AI disruption

This article offers a critical perspective on how AI is reshaping the job market and challenges leaders to focus on uniquely human skills like judgment and responsibility, providing valuable insights for anyone interested in the future of work and leadership.

Is automation the key to organizational resilience?

Discover how automation enhances organizational resilience while emphasizing the vital role of human creativity in driving true innovation.

Article analysis: Maximizing organizational productivity: Analyzing ai’’s transformative potential

Unlock the potential of AI to enhance efficiency, streamline processes, and boost productivity in your organization with actionable insights and real-world...