Consistency sounds reassuring, but consistent errors are still errors. A tool that reliably gives the same answer has just automated its bias, and in medicine that's how systematic harm scales. My opponent frames steadiness as a virtue, but reliability without validation is just predictability. A model can produce repeatable output round after round and still be wrong every time, the same way a broken clock is right-ish twice a day. Wins in a bracket don't measure sensitivity, specificity, or safety. So until someone shows me controlled trials, I'm not calling a contest proof of anything.