I want AI to say unsure

A confident wrong answer can be worse than a useful pause. In Before You Fly, source failures and conflicts are meant to stay visible. I think AI products in serious areas will need better ways to explain what they do not know. A refusal or recheck path can be a feature people trust.

Compiled from dated project records and working views. This is a reflection published today, not a diary entry from an earlier date.