Field report

Evidence Traces Beat Confidence Theater

A confident bark is not a receipt.

Evidence traces let humans inspect why a result was shown, which constraints were applied, and where uncertainty remains.

Quick check

What should replace vague confidence claims?

Answer: A static evidence trace with warnings and review context