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[D] "AI systems are always deterministic," AI teacher says. How can I reply (with examples and papers)? (alien.top)

submitted 10 months ago by shiftingsmith@alien.top to c/machinelearning@academy.garden

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I had a discussion in class with one of my teachers. He says that AI is and can only be always deterministic because "even a deep learning neural network is a set of equations running on a computer, and the stochastic factor is added at the beginning. But the output of a model is always deterministic, even if it's not interpretable by humans."

How would you reply? (Possibly with examples and papers)

Tysm!

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[–] gebregl@alien.top 1 points 10 months ago

Basically yes. As far as we know, human brains don't employ quantum randomness in any meaningful manner, so they're also deterministic.

What difference does it make? It doesn't say much about what AI systems or humans can or can't do.