Your workday has a new leak, and it didn't exist two years ago. Stanford and BetterUp researchers call it workslop: AI-generated work that looks done — clean formatting, confident tone — and falls apart the moment you try to use it. Two in five workers say they got some in the past month. The average cleanup runs nearly two hours per incident. Total damage: about $186 per employee, every month, in productivity that just quietly evaporates.
How the tax gets collected
You know this document. A colleague had AI write the report in nine minutes and shipped it after skimming the first page. It looks finished, so nobody notices until you actually need it — and then your two hours start. What is this actually claiming? Which numbers are real? Is it faster to fix or to redo? Congratulations: their shortcut is now your afternoon.
That's the part worth being annoyed about — the transfer. The sender really did save time. The time didn't vanish, though. It slid downstream to you, with interest. Effort that used to live with the author now lives with the reader, which explains a lot about why everyone's using AI and nobody's feeling faster.
The stats agree with your gut
Adoption is basically total — 91% of companies use AI somewhere, up from 78% in 2024. Yet Microsoft's own Work Trend Index concluded this year that adoption alone isn't producing the promised gains; work has to be redesigned around the tools, not just decorated with them. Bolting AI onto old workflows speeds up draft production and leaves checking exactly where it always was: with whoever's unlucky enough to receive the draft.
And there's a morale angle. Gallup pegs the cost of collapsing engagement at $438 billion globally, driven partly by "quiet cracking" — people who've mentally left but still log on. A checked-out employee plus a text generator is the ideal workslop factory: minimal effort in, plausible-looking output out, someone else's problem by lunch.
Defending your hours
You can't rewrite company policy, but you can stop the leak locally.
Sending? You own what you ship, tool or no tool. Read your AI-assisted draft the way you'd read a stranger's work — because that's what it is. Wouldn't put your name on it? Don't put it in someone's inbox.
Receiving? Quit eating the tax in silence. When a document doesn't hold up, send it back with pointed questions instead of quietly rebuilding it. Invisible cleanup teaches people that unreviewed output is free. It isn't — you're paying for it.
One more gut-check, courtesy of a Workday stat: 75% of workers are happy to have AI as a collaborator, but only 30% would accept one as a boss. That's really a line about judgment. Collaboration means the judgment stays with you. Ship output you never judged, and you've quietly promoted the tool.
The point
This isn't an anti-AI argument — reviewed and steered, these tools are the productivity gain the headlines keep promising. Workslop is just what happens when the speed gets adopted and the responsibility doesn't. Those two hours get spent either way. Once, by the author — or over and over, by everyone downstream. Pick your side of that trade, because you're in it.
Image: www.kaboompics.com, via Pexels
