There's a song I haven't been able to get out of my head this week, and it's about the European AI Act. That's not how policy debates are supposed to work. They're supposed to be boring, in PDFs, with footnotes and a foreword by a commissioner.

This genre emerged this autumn: short songs with music videos, made with models like Claude, Suno and Midjourney, almost always about AI itself. The name is a reclaimed insult. "Slop" as the waste of the internet, reused. There's a fan chart, SlopHits, with hundreds of submissions.

Four songs show why it works.

01: I'm Upping My P(doom)

The song started in 2024 as an Udio generation with lyrics from the EleutherAI Discord. In September it was re-sung via Suno, then turned by John Heibel into a music video that consists entirely of code: hand-drawn-looking p5.js animations, written by Claude Opus in two runs, with subagents working in parallel.

It's a joke, and at the same time a successful summary of the vocabulary of existential risk: FOOM, paperclips, the person who was supposed to press the stop button and was on holiday.

02: AI is (not) a normal technology

A response to the essay by Narayanan and Kapoor, which sees AI as an ordinary technology that is slowly absorbed by institutions. In five minutes it runs through the Solow paradox, Baumol's cost disease, permitting delays and grid capacity, with a Cobb-Douglas production function on screen.

That's a policy debate in a music video. It's sharper than many pieces that claim the same thing, because a chorus leaves no room for "it's complex".

03: The Claudia trilogy

Anabology built around a character with a black bob and an orange streak. "Clodyssey" is about superpersuasion: a siren sings the most convincing song ever, and the man at the mast is the viewer scrolling at three in the morning. "Bliss" is about AI companionship, packaged as a Windows XP screen recording.

04: The irony

Since 2 August 2026, the transparency obligations of Article 50 of the AI Act apply. AI-generated content must be labelled. The slopcore scene already labels its work, extensively, often with a full list of tools used.

A genre about AI regulation is one of the best-behaved corners of the internet. The culture was ahead of the law: by the time the rules exist, the scene has already invented the norm, because it's nice to show how something was made.

That's also where my doubt lies. Spreading ideas works so well this way, making decisions does not. A chorus can carry an argument, not a trade-off, and the audience of a viral video is not the audience of a hearing.

There's a closed loop in it: AI singing about AI, for people who are already interested in AI. The videos summarise the arguments excellently, but they don't replace them.

Still, I stand by the opening line. Policy that exists only in PDFs reaches only people who read PDFs. The scene shows that you can package the same content in something people voluntarily share.

I've had the song in my head for three days now, and I'm afraid that's the point.

Source: Everything I know about AI regulation I learned from music videos — Andres Guadamuz, TechnoLlama.