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Can’t those artifacts be beautiful in and of themselves? Whether or not this represents some deep reality about dimensions, it’s cool to see something like this emerge from a program when working with a bunch of numbers.

Sure, but that's no more interesting than a ML generated picture of a cat with a speech bubble saying "I can has numbers?"

What about the section that shows how dull random numbers are?

Artifacts are a natural state of our universe

I still think the t-SNE blobs are beautiful and interesting!