The Great Slop Clean-Up

Our read
The platforms that spent a decade optimizing for mindless engagement are suddenly shocked that their incentive structures birthed an infinite army of synthetic content farms.
What happened
Major social platforms including Substack, YouTube, and TikTok are rolling out aggressive algorithmic and policy crackdowns to purge AI-generated 'slop' from their feeds.
The brief
Blaming AI for feed pollution is a classic cope; the platforms built the casino, and now they are mad the bots are better at playing the slots.
Key findings
Blaming AI for feed pollution is a classic cope; the platforms built the casino, and now they are mad the bots are better at playing the slots.
Their pitch: Algorithmic feeds must be aggressively policed to protect human creators and user attention from low-effort AI pollution.
The fight
Named sides below. The brief above already picked.
- Platform Gatekeepers
Algorithmic feeds must be aggressively policed to protect human creators and user attention from low-effort AI pollution.
- Attention Arbitrageurs
Platforms are using 'slop' as a convenient excuse to throttle independent reach and centralize control over distribution.
Why now
Why now. A sharp spike in search interest and industry panic as Business Insider documents a coordinated, multi-platform policy shift targeting synthetic media.
