YouTube’s AI Slop Detector Isn’t Broken. It’s Doing Exactly What It Was Built For.
YouTube’s AI slop detector flagged Kurzgesagt, a high-quality channel, because it’s a pattern-matcher that can’t distinguish intent. The real issue isn’t AI detectionβit’s YouTube’s own recommendation engine that rewards volume over quality. The detector is working as designed to protect platform metrics, not creators. This isn’t a tech failure; it’s a systemic incentive problem.