‘AI slop’ hides the conversations we should be having

The term “AI slop” hides conversations we need to have. When we call something “AI slop,” we’re often doing more than complaining about one output. Optimists use the term to quarantine failures away from AI’s promise; critics use it to indict the whole technology. Slop-talk thus lets us feel like we’re discussing important social issues without actually doing it. I argue that we should have those discussions openly.

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Publication Details

Journal
npj Artificial Intelligence
Published
2026-09-24
DOI
https://doi.org/10.1038/s44387-026-00161-8
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

‘AI slop’ hides the conversations we should be having

Daniel J. Singer
npj Artificial Intelligence
Artificial Intelligence in Healthcare and Education
article

‘AI slop’ hides the conversations we should be having

Daniel J. Singer
article en

Abstract

The term “AI slop” hides conversations we need to have. When we call something “AI slop,” we’re often doing more than complaining about one output. Optimists use the term to quarantine failures away from AI’s promise; critics use it to indict the whole technology. Slop-talk thus lets us feel like we’re discussing important social issues without actually doing it. I argue that we should have those discussions openly.

npj Artificial IntelligenceVol. 2(1)
University of the Arts (US)
Openalex Percentile: Top 16%
Artificial Intelligence in Healthcare and Education
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‘AI slop’ hides the conversations we should be having — Daniel J. Singer · npj Artificial Intelligence (2026) | TGRS Research Map | TGRS