General readers, educators, and media consumers
How to verify suspected AI-generated news
First ask who the source is and whether independent outlets cross-verify it, then ask whether it's just a retelling from the same production chain.
Protection and Reading Guides
Guides are organized by task: personal identification, account protection, media verification, and report reading. All actions are protective, not reproductions of misuse.
For reporting or refunds, please consult local authoritative channels; this site does not list unverified hotlines.
Individuals and small teams using official AI products and developer APIs
How to protect AI accounts and API keys
Keys and login sessions have become criminal targets. Buy only through official channels, and don't install unknown clients just for a discount.
General readers who want to read the original report or cases on this site
How ordinary readers can understand an AI threat report
Look at the observation window, comparison operators, confidence wording, and negative evidence. Don't add case counts into global statistics.
General users of dating or companion apps
How to spot undisclosed AI identities on dating apps
When identity isn't clearly disclosed and you're repeatedly pushed to pay, the risk isn't 'AI was used' — it's the concealment and manipulation.