FRESH CLIPPINGS
When the Algorithm Eats Itself
Two pieces circulating this week are worth reading together, because they’re pointing at the same problem from different angles: platforms optimizing for volume may be quietly destroying the thing that made them worth building on in the first place.
The first comes from Oliver Gilpin, a digital studio owner with 14 years on YouTube, and it’s a pretty damning case study. He compares two channels: one producing premium 3D animation at $15k per episode posting once a month, and another churning out AI-generated content at $500 an episode posting ten times a month. Same CTR, same average view duration. The AI farm wins the algorithm almost every time, because YouTube’s recommendation system bets on future watch time, and a channel posting ten videos a month gives it more surface area to work with. Quality, as a signal, barely enters the equation.
The second post comes from Christian Zilio, who spent years at TikTok preaching volume as gospel an…
