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content moderation

Advice from writers who actually wore content moderation — what it looks like, how it fits, and how it holds up day to day.

13 articles

A phone displaying a Sora mammoth clip beside a laptop showing the same video without its source page.

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AI Video Disclosure Vanishes Before the Second Upload

A Sora mammoth clip shows the weak point in AI labeling: platforms disclose what they know on their own pages, then let downloads and screen recordings leave that context behind.

Cass Ito · August 11, 2026 · 7 min

A Stanley Quencher beside a phone displaying a partially typed TikTok search query.

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TikTok Autocomplete Can Make a Rumor Look Like a Verdict

TikTok’s search box compresses popularity, personalization and controversy into the same few suggested words. The interface supplies no evidence, but it can still make an accusation feel pre-checked.

Cass Ito · 7 min read

A phone displaying the fake Pentagon smoke image with a Community Note visible beneath the post.

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The Fake Pentagon Blast Beat Its Community Note

X’s crowd-sourced fact checks can produce credible corrections. The fake Pentagon explosion showed the catch: consensus arrives on human time, while falsehood travels at feed speed.

Cass Ito · 8 min read

A phone search screen showing an illustrative name followed by a harmful suggested query, with no person visible.

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TikTok Search Can Turn Your Name Into a Rumor

A suggested query can attach an allegation to a person before anyone searches for it. TikTok offers reporting tools, but the named subject gets little visibility into why the prompt exists.

Reuben Adeyemi · 8 min read

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