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This subject is beyond my scope and I'm trying to find out if this could be revolutionary or evolutionary on the computing world and its possible impacts on the semi industry. Any input would be appreciated.
The improvements (in time on a real GPU) are not very groundbreaking but the fact that we have AI discovering novel algorithms is impressive. That said, the solution seems to be quite specific to the matrix multiplication problem so I don't expect it will transfer to any other algorithm design tasks without significant additional work by humans.