[fennecfoxy]

That's pretty cool! It seems like most of ML is just creating a higher dimensional representation of the problem space during training and then exploring that during inference.

I suppose your process would be using ML to get pointed in the "right direction" and then confirming the models theories using the expensive method?

[dmarchand90]

Yeah exactly like this. It is a subtle art of validating in small scale a method you would later use at large scale.