Physical AI · Quantized on Arm
Learned Failure-Risk Cockpit
A real MLP predicts intervention or safety risk 12 steps before it happens.
HELD-OUT SEEDS · OFFLINE · AUDITABLE
INT8 model
3.26 KB
Size reduction
72.3%
INT8 AUROC
0.9936
INT8 F1
0.9090
Probability drift
0.0039
Live learned 3D risk landscape
Oxygen loss × sensor bias × MLP probability · drag to rotate
safe basin
intervention frontier
high-risk ridge