Make the AI show its work

Document X-Ray doesn't just extract a field — it returns a confidence tier and the evidence text it pulled from. A score or an answer you can't interrogate is one you can't trust or defend.

[The note "Make the AI show its work" in full — short, conversational, first person.]

A number with no reasoning is a liability

[Draft section: a number with no reasoning is a liability. Written when this piece is published — left as a placeholder here rather than fabricated.]

Confidence tiers and evidence

[Draft section: confidence tiers and evidence. Written when this piece is published — left as a placeholder here rather than fabricated.]

Designing for the reviewer, not the demo

[Draft section: designing for the reviewer, not the demo. Written when this piece is published — left as a placeholder here rather than fabricated.]