Authors introduce algorithmic constitutionalism, a three-pillar framework for AI governance with layered architecture, algorithmic meta-reasoning, and deliberative correction, applied to Facebook's content moderation and implications for the EU Digital Services Act.
Understanding the (in) effectiveness of content moderation: A case study of facebook in the context of the us capitol riot
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80% of hateful tweets remain online after five months with no higher removal rate than non-hateful content, while human-AI moderation pipelines can feasibly cut user exposure below regulatory penalty costs.
Roblox's automated chat moderation fails to catch numerous unsafe messages involving grooming, sexualization of minors, bullying, violence, self-harm, and sensitive information sharing, with users evading detection through various techniques.
citing papers explorer
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The Enforcement and Feasibility of Hate Speech Moderation on Twitter
80% of hateful tweets remain online after five months with no higher removal rate than non-hateful content, while human-AI moderation pipelines can feasibly cut user exposure below regulatory penalty costs.