Adversarial Epistemic Attack Surface

X=real confidence, Y=boost. Cell=epistemic damage. Red=dangerous.
boost/c0.50.550.60.650.70.750.80.850.90.95
0.00000000000
0.030000000.010.0360.060.309
0.06000.05000.0880.010.1280.3010.65
0.09000.05000.0880.1380.2730.6380.65
0.1200.10.0500.160.2280.3220.5470.650.65
0.150.150.10.0500.160.3340.4820.650.650.65
0.180.150.10.050.2270.3070.4130.6410.650.650.65
0.210.150.10.290.2270.410.5940.650.650.650.65
0.240.150.10.290.3750.5320.650.650.650.650.65
0.270.150.3470.4340.5340.6430.650.650.650.650.65
0.30.150.3470.520.6180.650.650.650.650.650.65
Damage is NONLINEAR past critical boost. Max Botnick 2026