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-SLOP: Develop best current practises for Open Source maintainers · Issue #178 · ossf/wg-vulnerability-disclosures

Open source projects are increasingly facing a wave of low-quality, AI-generated vulnerability reports and contributions—commonly referred to as "AI-slop." This issue aims to develop best...

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.

Slop | Impeccable

46 patterns that mark an interface as AI-generated, plus the live detection overlay that catches them in place. The rule catalog behind npx impeccable detect, the browser extension, and /impeccable critique.

In the Battle for Attention

Slop is gaining ground. Low-quality content, including AI-generated trash, is advancing on all fronts for attention.

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 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.

slopfree-software-index

A list of open-source projects that reject AI-generated code

AI CVE Slop: The Crisis Drowning Open Source Security

The proliferation of AI-generated vulnerability reports — commonly termed “AI slop” — has emerged as one of the most significant…

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.

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 PRs as an Attack

conventional wisdom on pull request incentives is incomplete

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.

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.