YouTube enlists users to rate videos as AI slop in content quality push
YouTube has started asking its two billion users a deceptively simple question — ‘does this feel like AI slop?’ — but the answers may be doing far more than just cleaning up the platform.
YouTube has introduced a new pop-up survey asking viewers to rate whether videos feel like ‘AI slop’, with users able to score content on a scale from ‘not at all’ to ‘extremely’ sloppy.
The feature began appearing on 17 March 2026 and marks a shift in approach, with YouTube now enlisting its audience directly to help identify low-quality, AI-generated content.
The move adds a third layer of detection on top of YouTube’s existing automated and human review systems, both of which have struggled to keep pace with the flood of AI-generated uploads.
Research found that roughly 21% of the first 500 videos recommended to a brand-new YouTube account were identified as AI slop, with a further 33% falling into a broader category of repetitive, low-substance content.
Combating this was named a 2026 priority by YouTube CEO Neal Mohan in his annual letter to the platform.
The survey has not been without controversy.
Critics on social media have pointed out that viewer-labelled ‘slop’ data could be fed into Google’s Veo video generation models, potentially training future AI to avoid the very patterns humans flag as low quality, raising questions about whether YouTube is crowdsourcing content moderation or, inadvertently, AI improvement.
YouTube has not clarified how the feedback data will be used.
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