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Everyone in the field of Artificial Intelligence knows what neural networks are. And most practitioners know the huge processing power and energy consumption needed to train pretty much any noteworthy neural network. That is to say, for the field to develop further, a new type of hardware is needed.
How many industrial companies take cybersecurity seriously when creating their equipment? You would think all of them do that, right? Wrong.