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Cake day: June 22nd, 2023

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  • I think the problem is that a lot of shows become overhyped once they reach a certain level of popularity. While you may have enjoyed it if you came across it naturally, the hype you’ve encountered around it makes you expect more. Avatar and Parks and Rec are great shows, but they’re definitely not the best shows of all time (although I do really love Parks and Rec) and you’d probably expect them to be these amazing shows if all you know about them is the hype from superfans.















  • It’s only black box because nobody has the time (likely years to decades) to wade through the layers of a finished model to check every node and weight.

    This is exactly correct, except you’re also not accounting for the insane amount of computational power that would be necessary to backtrack a single output of a single model. This is why it is a black box. It simply is not possible on a meaningful level.

    So if math and computer science isn’t an exact science, what is?

    Things that are reproducible with known inputs and outputs, allowing for all components to be studied and explained. As an example from my field: if you damage the dorsolateral prefrontal cortex in a fully grown adult, they will have the impulse control of a three-year old. We know this because we have observed damage to this area in multiple individuals, and can measure the effects based on the severity of that damage.

    In contrast, if you provide the same billion-parameter neural network identical inputs, you will not receive identical outputs.