@marcbh,
I’m not certain you are entirely correct in your suppositions. If you know a bit about electronics and machine learning, you would know that the new monitor would NOT see IDENTICAL patterns. Maybe close, but the whole idea behind machine learning/CNNs is that no two signatures, even for the same device, are IDENTICAL, especially given the context of the wiring grid of the house plus associated “noise” from all the other devices. And to be clear, two Sense devices probing exactly the same grid using the same clamps will show slight, but discernibly different digital current and voltage results, even if they are only sampling at 8-bit resolution, due to device variation between the two Sense modules.