Hi PH 👋 This started as a joke. A coworker was hesitating over some task, and I told him he clearly didn't have manitas for it — the expression for having a knack, being handy. He laughed and said someone should build the thing that decides. So I did. The hard part wasn't the jokes, it was stopping the model being nice. Ask any of them to judge someone from a photo and it reaches straight for "confident posture, natural leader." Getting it to say "holds a phone like someone who has never once read an instruction manual" took longer than the rest of the app. The rule that finally worked: it may only cite what's literally visible, then must chain it into a conclusion that doesn't follow. Bald → lower air resistance → strong cyclist. Never bald → wise. No accounts, no storage — the photo is analysed once and thrown away. Speaks whatever language you do. Try it on a coworker. Bring me the worst verdict you get, I'll be in the comments all day

Manitas™

AI, Artificial Intelligence, Fun, Photography

AI, Artificial Intelligence, Fun, Photography