4min chapter

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas cover image

184 | Gary Marcus on Artificial Intelligence and Common Sense

Sean Carroll's Mindscape: Science, Society, Philosophy, Culture, Arts, and Ideas

CHAPTER

The Symbolic Approach to Computer Programming

In some ways, the 'symbolic approach' to artificial intelligence is kind of dumb. It's about having functions where you have variables that you bind to particular instances and calculate the values out. And so it's really a different, almost thesis about what cognition should be. But i think the right thesis is actually, our brains, anyway, can do both. We can do the logical, abstract stuff even at seven months old. So there's this ability for us to do abstraction, which allows us to be computer programmers or to do logic. And there's also this like, heavy statistical analysis that we humans do - but we're not quite as good as the machines at it.

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