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Paul Welty, PhD AI, WORK, AND STAYING HUMAN

· artificial-intelligence · business

AI slop: The hidden cost of poor integration

Prevent AI slop by prioritizing clear integration strategies over individual job crafting. Empower your team with purpose and direction for effective AI use.

This article argues that “job crafting” prevents AI slop. I’d flip that completely.

Job crafting doesn’t prevent slop. Clear integration strategy does.

When you tell people to “craft their own roles around AI,” you’re admitting you haven’t done the work of understanding what AI should actually do in your organization. You’re outsourcing strategy to individual workers who lack the context, authority, or time to make those decisions well.

The result isn’t empowerment. It’s chaos with a progressive label.

AI slop comes from unclear purpose, not insufficient crafting. Fix the strategy first. Then let people adapt within that clarity.

The secret to avoiding ‘AI slop’ - let workers ‘job craft’ their own roles around AI tools, researchers say

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.

Memory is (almost) solved. time is next.

AI can't tell if a memory is two minutes or two weeks old. The fix isn't making models feel time — it's cache invalidation: an as-of stamp on every fact, a clock in the context, and a freshness window for anything volatile.

Influence in the AI era: Why human skills still matter

Discover why empathy and leadership are essential in the AI era, enhancing jobs and ensuring a human-centered future in a tech-driven world.

Article analysis: Wharton professor Ethan Mollick says companies must make organizational changes if they want to benefit from AI

Transform your organization to unlock AI's full potential, as Wharton professor Ethan Mollick highlights essential changes for effective implementation.

Article analysis: Unlocking autonomous agent capabilities with Microsoft Copilot studio

Unlock the potential of autonomous agents with Microsoft Copilot Studio, enhancing efficiency and innovation for businesses in the AI-driven landscape.