The article opens the evidence-operations board beside the operating argument.
Detection is the beginning
A score can prioritize attention, but a consequential workflow needs exact inputs, source context, method lineage, and a record of what the score cannot establish.
Alternatives improve the decision
Ordinary processing, shared devices, aliasing, channel artifacts, and collection gaps should compete with the leading interpretation.
Correction is a product feature
A durable receipt should support revision or revocation when new evidence arrives instead of freezing an early assessment into permanent truth.