The Garden Harvest: When the Algorithm Eats Itself
Your weekly digest on the intersection of the Creator Economy and Legacy Media.
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…




