![]() We understand the neural wiring of simple organisms perfectly. For the sake of argument, we can pretend the models are perfect. Neuroscientists understand the mathematics of how neurons work, imperfectly (but pretty well). However, if you gave me the binary of a video game, I'd have no idea how it worked. ![]() Back in the day, I understood the x86 instruction set very well. If you hand me a Qualcomm mobile chipset in a black box, I'll have little or no understanding of how that allows me to make phone calls. We have an almost perfect understanding of transistors. > What more would you want to understand before you would agree we understood it? > we understand how the training process leads to information being stored in the weights, we know how inference works. > We know every calculation - the maths is not particularly difficult, ![]() We have no idea how these algorithms work. We know exactly how these algorithms work. ![]()
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