One thing that seems to be missing is a way to straightforwardly look at individual examples of data points in each cluster. Oftentimes looking at a few images (if that's what you're classifying) helps a lot more than staring at feature distribution plots.
It was exactly what I thought. Especially they explicitly say
>"With Manifold’s design, we turned the traditional ML model visualization challenge on its head. Instead of inspecting models, we inspect individual data points "
It really seems that they went on implanting the more sophisticated step (which seems very promising), while skipping the straight forward one.
I was sorely disappointed ️