Social
Why false claims spread faster than the corrections
The largest study ever run on the question found falsehood beats truth on every platform metric — and the reason is people, not bots.
Social
Social covers the machinery behind the feed: ranking changes, moderation decisions, feature rollouts and outages across the major platforms. Each piece states the mechanic first, then what it does to reach, to creators and to the kind of post that now travels. Useful to anyone who posts professionally.
Ranking changes, moderation calls and feature rollouts explained by what they do to your feed and to the people posting into it for a living.
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Reverse image search, explained: what it can actually prove
A viral photo shows up with a caption attached. Here is what reverse image search can confirm about it, and what it cannot.
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Transparency Reports: How to Read the Platforms' Own Numbers
Platforms publish enforcement counts in the millions and billions — but raw removal totals mean little without definitions, denominators and baselines.
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Deleted Viral Posts: Archiving and the Evidence They Leave Behind
When a viral post vanishes, the internet's archives usually still have it — and a timestamped capture is evidence a screenshot can never match.
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Follower Inflation: How Fake Audiences Are Detected and Priced
Bought followers are cheap and visible — follower counts jump, engagement does not, and the gap is measurable from the outside.
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Fake News on LinkedIn: Why a Business Context Lowers Guard
False claims travel further when wrapped in a suit — LinkedIn's professional setting borrows credibility from the office and spends it on hoaxes.
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TikTok Rumors: A Verification Method That Starts at the Source
TikTok's format hides provenance by design — but a claim on TikTok can be traced to its origin with one consistent method.
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Instagram Giveaway Scams: The Scheme Behind the Free Prize
Fake giveaway pages harvest follows, registration fees and card details — every step after 'you won' is the actual product.
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Copypaste Warnings: Where 'Hold Your Wall' Facebook Posts Come From
The copy-paste warning about hackers, friend requests and fake giveaway notices is a decades-old chain letter that never names a checkable source.
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Bot Amplification: The Signals of a Coordinated Network Push
Networks of automated accounts amplify posts with clockwork timing and near-identical wording — and the traces are visible without any special tools.