Each probe occupies a distinct shape in the 8-axis ProbeScore space. A round, large polygon = balanced excellence. Spiky = single-axis optimization. Small triangle = limited domain. Look for which axis each probe sacrifices.
v0.0.2 introduced goodhart_resistance (lower-right axis): does the probe survive being used as DPO/GRPO training reward, or does it Goodhart-fail? FabricationGuard and ReasonGuard score low here based on our nb41 v2 finding — we register the truth.
All registered probes stacked on the same axes. Reveals the structural gap on Goodhart-resistance for our probes (lower-right) — that axis is where the field needs more validation work.
Each probe rendered alone with its 8-axis values labeled. Scroll for full inventory.