silent email failure
Decode Trail Latest Questions
We receive many alerts, but few lead to meaningful action.Teams are fatigued and start ignoring notifications.I’m trying to understand how to reduce noise without missing real threats.
My diagnostic CNN shows high accuracy on data from one hospital.When tested on scans from a different hospital, performance drops drastically.The disease patterns are the same.Only the scanners and imaging pipelines differ.
I retrained my model with more recent data.The assumption was that newer data would improve performance.Instead, the new version performs worse in production.This feels counterintuitive and frustrating.
Reports become slow and complex. I want to understand why.
