{"slug": "x-previews-labels-that-tell-users-why-its-ai-system-flagged-their-posts", "title": "X Previews Labels That Tell Users Why Its AI System Flagged Their Posts", "summary": "X previewed designs for labels that would explain what its AI detected in a flagged post, how the post's reach was limited, and let users appeal the decision, according to Michael O'Herlihy, the Twitter veteran who recently rejoined X as head of safety, speaking at the Brand & AI Safety Summit in New York on Tuesday (Nov. 10). O'Herlihy argued that AI-led moderation creates auditable records better than human review, citing a case in which X's system mistakenly labeled a post featuring a SpaceX rocket launch image as \"adult content\" with no visible explanation. The preview comes as X's advertising revenue has plummeted since Elon Musk took over, making brand safety a crucial pitch to win back brands.", "body_md": "### Key Takeaways\n\n- [X is previewing AI-generated labels that explain why posts get flagged and let users appeal decisions.](#)\n- [X's new head of safety, argues AI-led moderation creates auditable records better than human review.](#)\n- [X's advertising revenue has plummeted since Elon Musk took over, making brand safety a crucial pitch to win back brands.](#)\n\nX’s AI-powered content moderation system once mistakenly labeled a post featuring an image of a SpaceX rocket launch as “adult content.” No one, including the author of the post, could see why.\n\nThat’s the problem Michael O’Herlihy, a Twitter veteran who recently rejoined X as head of safety, wants to fix.\n\nIn the future, X’s content moderation systems may show their decisioning process, he suggested at the Brand & AI Safety Summit in New York on Tuesday (Nov. 10). There, O’Herlihy previewed designs for labels displayed beneath content on X that explain what its AI detected in a post, detail how exactly the post’s reach was limited after being flagged, and allow users to appeal the decision.\n\n## UNLOCK FULL ACCESS\n\nSubscribe and get full access to the news, insights, and expertise that keep industry professionals ahead of the curve.\n\n[VIEW ALL SUBSCRIPTION OPTIONS](https://www.adweek.com/subscription/)", "url": "https://wpnews.pro/news/x-previews-labels-that-tell-users-why-its-ai-system-flagged-their-posts", "canonical_source": "https://www.adweek.com/media/x-previews-labels-that-tell-users-why-its-ai-system-flagged-their-posts/", "published_at": "2026-11-10 17:18:10+00:00", "updated_at": "2026-11-11 20:23:43.193292+00:00", "lang": "en", "topics": ["ai-policy", "artificial-intelligence"], "entities": ["X", "Michael O'Herlihy", "Elon Musk", "SpaceX", "Brand & AI Safety Summit"], "also_reported_by": [], "alternates": {"html": "https://wpnews.pro/news/x-previews-labels-that-tell-users-why-its-ai-system-flagged-their-posts", "markdown": "https://wpnews.pro/news/x-previews-labels-that-tell-users-why-its-ai-system-flagged-their-posts.md", "text": "https://wpnews.pro/news/x-previews-labels-that-tell-users-why-its-ai-system-flagged-their-posts.txt", "jsonld": "https://wpnews.pro/news/x-previews-labels-that-tell-users-why-its-ai-system-flagged-their-posts.jsonld"}}