Architecture Biology Calculus Natural Sciences 
Stephen Wolfram
FEBRUARY 14, 2023
It’s not obvious that it would be feasible to find the path of the steepest descent on the “weight landscape” But calculus comes to the rescue. It turns out that the chain rule of calculus in effect lets us “unravel” the operations done by successive layers in the neural net. There are several key parts.
Stephen Wolfram
NOVEMBER 10, 2021
The global structures of metamathematics , economics , linguistics and evolutionary biology seem likely to provide examples—and in each case we can expect that at the core is the ruliad, with its unique structure. But what about other models of computation—like cellular automata or register machines or lambda calculus?
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