It's a cute toy and a fun educational tool, but "computing for the future" seems like a bit of an overstatement.
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Veritasium explains it really well in general here (and demos the device) https://www.youtube.com/watch?v=GVsUOuSjvcg
In what concrete problems do you (or Veritasium) think analog computing could beat a GPU?
Solving (systems of) ODEs without the issues that can arise from numerical solving like numerical instability. Oh and it does that instantaneously.