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 spam is winning the battle against search engine quality

'Not all AI content is spam, but I think right now all spam is AI content'

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

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.

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.

It Is Trivially Easy to Use Reddit to Manipulate AI Search, Research Suggests

"We show that a tiny snippet—just 13 words—of retrieved text on a UGC website like Reddit, Wikipedia, Quora, or Facebook can change AI agents to output spam / scam content pretty consistently."

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.

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.

Introducing AI to an Online Petition Platform Changed Outputs but not Outcomes

The rapid integration of AI writing tools into online platforms raises critical questions about their impact on content production and outcomes. We leverage a unique natural experiment on Change$.$org, a leading social advocacy platform, to causally investigate the effects of an in-platform ''write with AI'' tool. To understand the impact of the AI integration, we collected 1.5 million petitions and employed a difference-in-differences analysis. Our findings reveal that in-platform AI access significantly altered the lexical features of petitions and increased petition homogeneity, but did not improve petition outcomes. We confirmed the results in a separate analysis of repeat petition writers who wrote petitions before and after introduction of the AI tool. The results suggest that while AI writing tools can profoundly reshape online content, their practical utility for improving desired outcomes may be less beneficial than anticipated, and introduce unintended consequences like content homogenization.

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.

LinkedIn and X Are Flooded With AI Spam, Browsing Data Suggests

An AI detection company found that amount of AI content that users actually see in their day-to-day browsing is shockingly high.

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

On Google declaring war on the Web

In Yesterday’s IO Keynote Google declared war on the remnants of the Web. (See longer description on their website.) TL;DR: They are pushing Search more into the “here’s your processed answer” direction that “AI Overviews” have established (you know, those AI snippets in current Search that are wrong about 10% of the time). So they […]

AI Slop Is a Brute Force Attack on the Algorithms That Control Reality

Generative AI spammers are brute forcing the internet, and it is working.

Study Finds A Third of New Websites are AI-Generated

Researchers found the internet is becoming aggressively positive as AI-generated text floods the web.

How a Small Iowa Newspaper’s Website Became an AI-Generated Clickbait Factory

When two former Meta employees dug into why the website of Iowa’s Clayton County Register was spewing dubious posts about stocks, they uncovered a network of sites slinging seemingly AI-made content.