AI Slop Flywheel

The AI Slop Flywheel refers to a state where two AIs keep exchanging messages with each other, but the information in that exchange never actually goes anywhere or gets used by anyone.

Picture two answering machines set up facing each other, each playing back recorded messages. The two machines pass information back and forth smoothly, and the call can go on for minutes, but no human is ever listening to what's said and deciding what to do with it. It looks like a process is moving forward, but in reality it's just a wheel spinning in place — a flywheel that burns energy without ever advancing.

This isn't an official industry term. It was coined by a job seeker to describe his own experience: he kept getting calls from an AI recruiter but was never connected to an actual human recruiter. While the phrase originated in a hiring context, it applies just as well to other situations where chatbots or voice AIs are left talking to other AIs instead of people.

In the article, a job seeker named Christopher describes his own situation this way: two separate synthetic personas exchanging data with each other, none of which ever actually gets used. He calls this structure the "AI Slop Flywheel." The easy mistake here is assuming this is an official technical term — in reality, it's not a concept defined by academia or industry, but a phrase he coined on the spot to describe the pointless loop he found himself stuck in.