1. The Idea
Publishing 15 AI slop papers in a year is much like using Instagram filters. It makes you look good on the surface and disappoints when someone digs deeper. It is a career suicide of sorts.
2. Related Quote
“Today I wouldn’t get an academic job. It’s as simple as that. I don’t think I would be regarded as productive enough.”
Peter Higgs
3. Why This Matters to You
Hiring committees, tenure panels and grant reviewers rarely stop at the count. They pick two or three of your papers and read them. If those papers are thin or generic, or look machine-made, your long list becomes evidence against you. Your name stays on every paper, and people in a small field remember. A few papers you can defend in a job talk, a viva or a supervision meeting will carry you further than a pile you cannot.
4. Counter Viewpoint
Yet many systems still reward the count. Ranking formulas, national funding models and some promotion boards add up outputs and never read them. A postdoc on a two-year contract may need volume just to stay in the game long enough to do deeper work. AI tools can also help honest researchers write useful papers faster, and the line between help and slop is blurry. The open question is who will actually dig deeper, and whether they ever get around to it.