Slop is gaining ground. Low-quality content, including AI-generated trash, is advancing on all fronts for attention.
How AI slop is causing a crisis in computer science
Preprint repositories and conference organizers are having to counter a tide of ‘AI slop’ submissions.
AI Slop Is Ruining Reddit for Everyone
Reddit is considered one of the most human spaces left on the internet, but mods and users are overwhelmed with slop posts in the most popular subreddits.
AI slop
AI slop is digital content made with generative artificial intelligence that is perceived as lacking in effort, quality, or meaning, and produced in high volume as clickbait to gain advantage in the attention economy, or earn money. It is a form of synthetic media usually linked to the monetization in the creator economy of social media and online advertising. Coined in the 2020s, the term has a pejorative connotation similar to spam. "Slop" was selected as the 2025 Word of the Year by both Merriam-Webster and the American Dialect Society.
The AI Slop Backlash Is Actually Having an Impact
Platforms are finally recognizing that people don’t want to consume AI slop. A growing number of sites and apps now have tools and policies to flag, label, and ban AI-generated content.
Rude Slop Behaviour
This essay aims to introduce social stigma around certain types of AI use, or at the very least, reduce the amount of slop I receive. What is slop? I like the deepfates definition: Watching in real time as “slop” becomes a term of art. the way that “spam” became the
AI code and software craft - alex wennerberg
Much has been said about audio, video and text "slop": low-quality, AI-generated content that has proliferated on the internet since the release of publicly-accessible AI models. Garbage content has always existed online, but the novelty of AI is that it has made its generation orders of magnitude less labor-intensive. For anyone who lacks a discerning eye, or is doing some task where discernment simply does not matter, AI has become a sufficient replacement for human hands.
Devin Review: AI to Stop Slop | Cognition
As code generation gets easier, code review is the new bottleneck. That's why we're launching a new way to quickly review and understand complex PRs in our latest tool for codebase understanding - augmenting human attention with AI.
AI Slop is Killing Online Communities
Like a young child coming home from kindergarten with their latest crayon scrawls, the internet is currently awash with people sharing their AI-generated work. And just like the young child’s drawings, much of that work should be proudly put up on the walls within the artist’s house—and no further.
Stop Clicking on Junk: How to Identify and Ignore AI-Generated Slop Today
The internet is slowly being flooded by AI slop. What is it and how can you avoid it?
AI-generated ‘slop’ is slowly killing the internet, so why is nobody trying to stop it? | Arwa Mahdawi
Low-quality ‘slop’ generated by AI is crowding out genuine humans across the internet, but instead of regulating it, platforms such as Facebook are positively encouraging it. Where does this end, asks Arwa Mahdawi
AI slop is drowning communities. Verifiable track records can fix it.
AI-generated junk content is flooding every community platform. Traditional moderation can't keep up. Portable, cross-platform contribution history is a structural fix that addresses the root cause.
peakoss/anti-slop
A GitHub action that detects and automatically closes low-quality and AI slop PRs.
Erasure and Slop - Human-Generated Content · augment
Human Generated Content, Issue 4
Zuckerberg: The AI Slop Will Continue Until Morale Improves
"I think we’re going to add a whole new category of content, which is AI generated."
Why shaming people about AI slop isn’t enough to stop Big AI - Anil Dash
A blog about making culture. Since 1999.
Why shaming people about AI slop isn’t enough to stop Big AI - Anil Dash
A blog about making culture. Since 1999.