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A comment on The Hardware Lottery (2020). Parent comment
https://www.cambridge.org/core/journals/journal-of-functiona...
https://github.com/tommythorn/Reduceron
also: https://en.wikipedia.org/wiki/Graph_reduction_machine
Anyway, I think an FPGA is an excellent piece of kit to start such development.
https://www.cambridge.org/core/journals/journal-of-functiona...
https://github.com/tommythorn/Reduceron
also: https://en.wikipedia.org/wiki/Graph_reduction_machine