Workslop
What is Workslop?
AI-generated work that looks finished but lacks the substance to move a task forward, so someone downstream has to fix or redo it. Researchers at Stanford and BetterUp coined the term in Harvard Business Review in 2025. Their survey found 40 percent of employees had received workslop in the past month. The cost is hidden rework.
Why it matters
The term stuck because it names a cost that headline productivity gains quietly hide. When a tool makes polished output effortless, the volume of “work” produced goes up and everyone looks busier and faster. The problem is that ease of production and actual usefulness have come apart. Someone can now generate a convincing document in seconds without doing the thinking it implies, and whoever receives it is left to discover the gap and close it. So measured output rises while real progress does not, and the loss lands on the receiver rather than the sender. There is a quieter cost too, in reputation. People learn whose “finished” work needs re-checking, and start routing around them.
In practice
A colleague forwards a slick strategy summary generated in minutes. It reads well until you need to act on it, at which point the recommendations turn out generic and the figures unsourced, so you spend an afternoon rebuilding it properly. The sender booked a quick win. The cost simply moved to you, and it will never show up in anyone’s productivity report.
