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AI Slop at Work: The Document Looks Done, but You Can’t Use It

Ask for the missing work, not a confession about the tool.

Ask for the missing work: the decision needed, the evidence, the recommendation, the owner or the open question. You can do that without asking how it was written.

Should I ask whether they used AI?

You don’t need to. Apply the same requirements whether the author used AI, a template or neither.

1. Name what is missing.

Look for the decision needed, the supporting evidence, a recommendation, an owner and any unresolved question.

A fictional example: request the substance.

The feedback
“I can see the options, but I can’t make the decision yet. Please add your recommendation, the evidence behind it and the trade-off you want accepted.”
What it leaves out
Any accusation about how the document was made.

2. Agree on an example of work people can use.

Before the next draft. Show a short, completed example and explain why it works.

At handoff. The sender checks it against the same standard.

Afterward. Notice whether the receiver can act without reconstructing the thinking.

Practical check: Clear requirements are more useful than guessing how it was written.

Read more: Before You Tell the Team to Use More AI: A Manager’s Brief · Using AI to Prepare for a Cross-Functional Decision

The example is fictional. This is general guidance, not advice for your situation.