ciunkos.com/Glossary

Quality and safety

Slop (AI slop, workslop)

Low-quality content mass-produced with AI: it looks finished and says little.

Merriam-Webster named “slop” its word of the year for 2025, defined as low-quality digital content usually mass-produced with AI. Inside companies the same thing has a name from a 2025 Harvard Business Review article: workslop, AI-generated work that looks polished but pushes the real thinking onto whoever receives it. In code it is the pull request nobody read before opening.

Share: LinkedIn · X ·

Related terms

  • Hallucination: A fluent, confident answer that is false or not supported by the sources.
  • Evals: A repeatable test set that scores an AI feature, so changes can be measured instead of guessed.
  • Vibe coding: Building by prompting and accepting the result without reading the code closely.

← All terms

Need this built, fixed or reviewed?

I build and rescue products with AI coding agents under rules: AI features in production, honest estimates, email that gets delivered.

Przemysław Zalewski

How I work

Przemysław Zalewski · 15+ years shipping software

“a true bias for action” client CTO, public LinkedIn recommendation

All principles and risk levels →