One dial decides who gets read. Drag it, then fuse another source and see what confidence without information does to the queue.
The operating point · 40,000 reports/day · 25 genuine
Set the threshold. Own the trade.
Every position of the dial trades missed signals against a queue your analysts cannot finish. There is no setting that avoids the trade; there is only the setting you chose.
Threshold0.62
← read more, miss lessread less, miss more →
A second feed can be added at any time, and removed just as easily.
Queue today1,752capacity 400/day
Missed signals4of 25 genuine
False leads / genuine lead82noise per real signal read
Recall84%of genuine signals caught
The score distribution
Where you draw the line
Noise is common and scores low; genuine signal is rare and scores high. Everything to the right of the line gets read. The green mass to the left is missed.
noise genuine ×200 threshold in queue missed
The analyst queue
What lands on the desk
The queue is almost all noise. Capacity is 400 reports a day; the striped tail is what cannot be read.
capacity 400
Queue: 1,752. Capacity: 400. Of the 1,752, 21 are genuine and 1,731 are noise.
Noise reduction is an operating point, not a product feature. Every position of the dial trades missed signals against a queue your analysts cannot finish, and fusing correlated sources raises confidence without adding information, which floods the queue at the same threshold. The dial is a decision, and from December 2026 automated decisions that significantly affect people are ones you must be transparent about.
All data is synthetic and the model is illustrative. This is a teaching model of a generic technique, not a description of how any live system works.