Workslop

What does workslop mean?

A colleague sends you a report. It has headings, tidy bullet points and a confident tone. You read it twice and still can't say what it recommends. Someone has to sort it out, and that someone is usually you.

That's workslop: AI-generated output that looks polished at first glance but doesn't actually move the task forward. The work hasn't disappeared. It has simply been passed on to whoever receives it.

How people use it

The vendor sent a "strategy deck." Twelve slides, zero decisions. Total workslop.

Example written for this dictionary.

It's usually said with a sigh. The complaint is about the handoff: someone passed along something that looked finished without doing enough of the thinking behind it. Using AI at work isn't the issue. A draft that someone has actually reviewed, checked and taken responsibility for doesn't count.

Why it matters

AI makes it easy to produce polished-looking text quickly. Reading it, checking it and figuring out what it actually says can still take time. The researchers behind the term also found that people tended to think less of colleagues who sent this kind of material, suggesting that the cost may go beyond lost time.

Where it came from

The word was introduced by researchers at BetterUp Labs and the Stanford Social Media Lab in a Harvard Business Review article published in September 2025. It blends "work" with "slop," echoing the older term AI slop.

In the survey reported with the article, 40% of U.S. full-time employees said they had received workslop in the previous month. That figure comes from one study, so it is best treated as a snapshot rather than a measure of how common the term is overall.

Source & further reading

Harvard Business Review: AI-Generated “Workslop” Is Destroying Productivity