Handshake AI’s evaluation used annotators including youth-focused clinical psychologists, child-protection investigation experts, and a large group of parents.

“It was that they had a lot of gaps in their safety policy that they weren't aware of. Um, and our approach here was really cool. I, I mean, as I mentioned, Vaughn and I are both parents, but our annotation cohorts included clinical professionals, uh, so clinical psychologists that work with youth all the time, uh, child protection experts from more the investigation side, and then a large group of parents.”