How AI decides what your content means and why it gets you wrong

AI systems label and score content before ranking. Annotation determines how you’re understood — and whether you compete at all.

Teenagers and younger kids are learning coded predator phrases like ‘MAP’ online, long before their parents have even heard of it

Children and teens spend substantial amounts of time online. A 2025 Pew Research Center survey found that roughly 1 in 5 U.S. teens say they are on platforms such as TikTok and YouTube almost ...