There is no algorithm of truth, and with enough data you can arrive at any conclusion you like. Maybe people should be better educated, instead of machines becoming smarter.
This is about confidence not truth, confidence is built into ML, it's how it works... the problem is these solutions currently just quantize that output into a single result and obscure how close to the threshold of another possible answer it was.