Technology
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It's like saying silicon chips being orders of magnitude faster than vacuum tubes sounds too good to be true. Different substrate will have fundamentally different properties from silicon.
Optic computing is as old as the hills. Looking at the abstract, it appears to be the usual domain-specific architecture, which only does very well in a tailored case.
it's a pretty big case right now