05/26/2026
Work slop is not new.
We have seen it long before AI entered the picture. Sloppy thinking, unchecked work, and rushed delivery existed in every type of organization. AI just amplifies what is already there.
If you move too fast, skip review, and treat quality as optional, the work will reflect that. Blaming AI avoids the real work of fixing culture and structure.
Leaders need to ask better questions.
Is the issue the person?
The culture?
The structure?
Often, it is all three.