AI risk findings highlight chaotic failures over goal-driven behavior; majority voting and rollback cut variance by aggregating multiple outputs.

When gathering a measurement using a spectroscopy instrument, the user wants to be confident in the result. Whether the technique is OES, XRF, or LIBS, or if thickness or composition are measured, the ...