Skip to main content
Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· found · technology

The pitfalls of over-reliance on AI

The pitfalls of over-reliance on AI

Discover how over-reliance on AI can hinder decision-making and diminish human skills, leading to missed opportunities and poor outcomes.

“Fabrizio Dell’Acqua shows why relying too much on AI can backfire. In an experiment, he found that recruiters who used high-quality AI became lazy, careless, and less skilled in their own judgment. They missed out on some brilliant applicants and made worse decisions than recruiters who used low-quality AI or no AI at all. When the AI is very good, humans have no reason to work hard and pay attention. They let the AI take over, instead of using it as a tool.” —Centaurs and Cyborgs on the Jagged Frontier

Nobody takes you aside anymore

Print taught a generation when to stop. What we lose when the machines absorb the constraints that used to form us.

Your AI agents need a water cooler

Coordination is a property of the room, not the org chart. What that means when your coworkers are agents.

On the death of the author and the birth of the detector

Why worrying about AI authorship is lazier, and more prejudiced, than it looks.

The work of being available now

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

The practice of work in progress

Practical essays on how work actually gets done.

Did the state change? A simple test for whether work actually happened

Either something exists now that did not exist before, or it does not. A simple test for whether work actually happened, and what changes when you build your systems so they can't record anything else.

How to manage content for multiple clients without flattening their voices

How to manage content for multiple clients without their voices blurring into one house style: a workspace and a voice profile per client, batchable stages, and approval buffers.

Why does AI writing sound generic? It has nothing to work with

Why does AI writing sound generic? Because the model has none of your perspective, examples, constraints, or stakes to work with. The fix is interview-first, not better adjectives.

Mastering tools like make and Zapier

Unlock efficiency and reduce costs by mastering Make and Zapier to build tailored tech stacks and streamline your business operations.

Researchers extend GPT-4 prompting

Discover how researchers enhance GPT-4's capabilities with innovative prompting techniques, boosting productivity and unlocking new AI potential.

The impact of AI on white-collar jobs

Explore how AI transforms white-collar jobs, highlighting the balance between automation and the enduring value of skilled human work.