You should try shuffling around this pipeline a bit. Instead of: See face -> Score face -> Yes them only if score is good Try: See face -> Yes to all -> Scor

You should try shuffling around this pipeline a bit. Instead of: See face -> Score face -> Yes them only if score is good Try: See face -> Yes to all -> Score the faces of people who Yes you back Also would be really interesting to create multiple Tinder profiles with different pictures, and see the beauty score distributions of people who Yes'ed each different picture. That would be a very nice, automatable dating A/B testing experiment.