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> When I learned how to design an ALU to say, add, and wait for the propagation of carry bits that’s like O(n) where n is the number of bits in the number

No, it's O(1). The bit size of how you represent a single datum does not grow with size of your model.




That doesn't really contradict what he said. O(n) where n is a positive constant is O(1).




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