







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.
AI Slopageddon and the OSS Maintainers
AI slop is ripping up the social contract between maintainers and contributors essential to open source development. Practitioners have been repeatedly assured that AI would supercharge their communities, but so far that hasn’t been the case. Just look at what happened last month. Mitchell Hashimoto’s Ghostty implemented a zero-tolerance policy where submitting bad AI-generated code

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.

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.

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 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 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 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.

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.

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 Grifters Are Making Anti-Data Center Slop With AI
There are hundreds of anti-data center Facebook pages churning out AI-generated slopaganda.

AI is eating website traffic, websites are blocking AI – and reliable information is getting harder to find
AI has broken the economic bargain behind the web, and everybody is losing.

AI enthusiasts are in a race against time, AI skeptics are in a race against entropy (xpost)
Both sides are grappling with a real existential threat, and both sides feel like they are screaming into the void. There is a way to close the gap and get everyone pulling in the same direction.. …

AI is a bureaucratic technology. So is fighting war.
What happens when AI slop hits targeting systems and civil liberties?

"AI makes it cheaper to contribute to Open Source, but it's not making life easier for maintainers. More contributions are flowing in, but the burden of evaluating them still falls on the same small group of people. That asymmetric pressure risks breaking maintainers." also relevant to slop science