Workslop
- Slop
- Research term
Workslop is AI-generated work content that looks polished and complete, then falls apart when someone tries to act on it, leaving the person who receives it to do the fixing.
AI can produce tidy headings, summaries, and confident wording before source-checking or reasoning is complete. The surface can therefore look finished while important claims remain unsupported. Recipients discover those gaps when they try to use the document.
Where you’ll meet it
A coworker sends you a research summary to present at tomorrow's meeting. It's well organized, with bold takeaways and a confident recommendation. When you prepare for questions, you find none of the figures has a source, and the recommendation doesn't follow from the findings.
What to do
Ask your coworker where the figures came from and how they reached the recommendation before you build anything on it, and say which parts you couldn't use. When you send AI-drafted work of your own, read it once as the person who has to act on it.
Easy to mix up
AI slop is low-quality generated content anywhere, like filler posts in a feed. Workslop arrives at work, and whoever receives it has to fix it before they can use it.
Check yourself
People on your team keep sending one another workslop. Which team rule is more likely to cut it?
Go deeperA 2025 survey of desk workers gave the problem its name
Researchers at BetterUp Labs and the Stanford Social Media Lab coined the term in a Harvard Business Review article in September 2025. In their survey of US desk workers, about 40 percent said they had received workslop in the previous month.
Treat the survey result as a finding about the surveyed workers, not a rate every workplace shares. A team can examine its own case by noting, for a few weeks, which AI-drafted documents needed avoidable clarification or repair before anyone could act on them.
Sources
- Workslop is the new busywork, BetterUp Labs
- Watermarks will not save you from workslop, www.betterup.com
- AI-Generated Workslop Is Destroying Productivity, hbr.org