Open-source AI communities have long treated feed quality as an emergent property — something that self-corrects through upvotes, replies, and collective filtering. The Turbulent-Solution11 posts did not test that assumption and find it holds; they tested it and found the floor. A web design service advertisement landing in a community tracking weight releases and benchmark scores [1][2] is not a moderation edge case — it is the normal operating condition of any sufficiently visible community. What changed is the cost of producing the next hundred iterations of that post, each…