Yep. To be useful for exploring potential "true" values, a system would probably need some way of showing you the distribution of its guesses, so you can get an idea of whether there is any significant information there.
That aside, you'd still probably need a ML PhD to have a chance of correctly interpreting the results, given the myriad potential issues with current systems.
That aside, you'd still probably need a ML PhD to have a chance of correctly interpreting the results, given the myriad potential issues with current systems.