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“AI ‘workslop’ sabotages productivity, study finds”

September 24, 2025 | by Ethan Rhodes

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"AI 'workslop' sabotages productivity, study finds"










AI ‘Workslop’ Sabotages Productivity, Study Finds


AI “Workslop” Sabotages Productivity, Study Finds

Alright, folks, let’s get real for a minute. Artificial Intelligence was supposed to be the productivity hero — the ultimate sidekick making our work faster, smarter, and frankly, easier. But… turns out, there’s a sneaky new villain in town, and it’s been dubbed “workslop.” Yeah, that’s right. A study just dropped some truth bombs showing how AI, instead of being the helping hand we hoped for, can sometimes sabotage our productivity by creating a messy, inefficient workflow that drags us down.

What the Heck is “Workslop”?

I’m talking about the kind of AI-generated results that look good at first glance but actually need a ton of clean-up—typos, half-baked ideas, irrelevant data, you name it. It’s like getting a rough draft when you expected a polished final. This “workslop” isn’t unique to one AI tool; it shows up everywhere, from chatbots pumping out content to smart assistants handling emails. The issue? People trust it too quickly and start building on shaky foundations, wasting precious hours fixing problems AI should have solved.

Why This Matters More Than Ever

Here’s the kicker: In today’s fast-paced work environments, every minute counts. When we rely on AI-generated content or analysis without proper scrutiny, we’re basically inviting chaos into our workflow. That extra time spent on editing and verifying hurts morale and chips away at the efficiency gains AI promised. The paradox is brutal—more tech doesn’t always mean more productivity.

The Personal Angle: Been There, Fixed That

I’ve seen it hundreds of times coaching teams and professionals. You get a slick AI output, start editing, and suddenly the to-do list balloons instead of shrinks. What saves you is recognizing early that AI-generated content is a starting line, not the finish. By treating AI as a partner that needs guidance, fact-checking, and selective input, you flip the script from frustration to flow.

Practical Moves to Kill “Workslop” Dead

No fluff here — just actionable moves you can use today:

  • Set clear task boundaries: Before hitting “generate,” get laser-focused on exactly what you want. The clearer the input, the cleaner the output.
  • Use AI like a brainstorm buddy: Let it spark ideas, then refine ruthlessly. Don’t hand over the keys without supervision.
  • Build a review buffer: Schedule quick reviews of AI work. Spot errors early so they don’t pile up.
  • Keep learning your tools: AI tech changes fast, so keep up with updates and best practices for your favorite platforms.
  • Stay human in the loop: Your judgment beats any AI output when it comes to nuance, tone, and the big-picture context.

Why This Mindset Shift is a Game-Changer

Switching from “AI does it all” to “AI helps me be better” is huge. When you own the process, productivity isn’t a dream anymore; it’s your daily reality. This mindset saves you time, cuts stress, and helps you produce higher-quality work consistently.

“Better to have a powerful assistant than a lazy master.” — That’s the ethos here. Use AI to empower your work, not replace your brain.

Look, AI is a phenomenal tool, no doubt. But like any tool, it’s only as good as how you use it. Recognize the “workslop,” take control of the process, and you’ll flip what feels like sabotage into a secret productivity weapon.

Catch that momentum. Own your day.

— Ethan Rhodes, Workplace Strategist & Productivity Coach


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