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>we’ll never be able to model it That's completely false. Neural networks have been mathematically proven to be universal approximators (https://www.deep-mind.
by logicchains 3y ago
>we’ll never be able to model it
That's completely false. Neural networks have been mathematically proven to be universal approximators (https://www.deep-mind.org/2023/03/26/the-universal-approximation-theorem/ https://www.deep-mind.org/2023/03/26/the-universal-approxima... ), i.e. a sufficiently large neural networks can approximate any given mathematical function to an arbitrary level of precision. Given any programs can be modelled as a mathematical function, neural networks can hence approximate any arbitrary program. Unless we assume something supernatural, human intelligence is just a program.
- belter 3y agoNot really...It has limitations. Does not specify how large the neural network must be to achieve the desired level of approximation, does not address the computational resources required, ignores non continuous functions and so on... "The Truth About the [Not So] Universal Approximation Theorem" - https://www.lifeiscomputation.com/the-truth-about-the-not-so-universal-approximation-theorem/ https://www.lifeiscomputation.com/the-truth-about-the-not-so...