3min chapter

Lex Fridman Podcast cover image

Gilbert Strang: Linear Algebra, Deep Learning, Teaching, and MIT OpenCourseWare

Lex Fridman Podcast

CHAPTER

The Limits of Neural Networks?

If the data is totally random, just produced by random number generators, then we're not going to find a useful rule because there isn't one. The new idea of artificial intelligence is learn the rules instead of figuring out the rules with help from Newton or Einstein. So that's another step. But if there are no rules at all that the computer could find, if it's totally random data, well, you've got nothing. You've got no science to discover. It's automated search for the underlying rules.

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