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Why banning hate groups online can accidentally make things worse

Chen Xu, Pak Ming Hui, Chenkai Xia, Neil F. Johnson

May 20, 2026

Using a model borrowed from statistical physics — where online communities coalesce and fragment like clusters in a fluid — researchers mapped how hate content spreads across platforms. They found the system has 're-entrant' phases: as regulators shut down hate communities, spreading first stops, but if crackdowns go too far without targeting the right nodes, it can restart. The result is a concrete warning that blanket 'do more' moderation policies can backfire, and the math points to specific thresholds where intervention actually works.
Published as How hate spreads online and why it returns: Re-entrant phases driven by collective behavior arXiv:2605.21129
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