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.
Social
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.
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.
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.
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.
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.
Community Notes: How the Crowd-Sourced Fact-Check Actually Works
X's Community Notes lets volunteer raters from opposing viewpoints approve context notes — a method with real strengths and known blind spots.