Gilbert Strang: Linear Algebra, Teaching, and MIT OpenCourseWare | Lex Fridman Podcast #52 - Deepstash

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## The new idea of artificial intelligence is:

Gilbert Strang:

Learn the rules, instead of figuring out the rules with help from “Newton or Einstein”, the computer is looking for the rules.

Lex Fridman:

It’s Automated search for the underlying rules.

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This idea of a neural net is part of the structure of our new way to create a rule.

We're looking for a rule, that will take these training inputs to the known outputs and then we're going to use that rule on new inputs that we don't know the output and see what comes.

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## Lex Fridman: What's Deep Learning?

Gilbert Strang:

We're trying to learn from all data, what's important , what's telling us.

So, you've got data, you've got some inputs for which you know the right outputs.

The question is:

Can you see the pattern there? Can you figure out a way for a new input which we haven't seen?

- to understand what the output will be from that new input.

So we've got a million inputs with their output. So, we're trying to create some patterns , some rule that'll take those inputs those million training inputs which we know about to the correct million outputs.

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# CURATED BY

Advancing Humanity to the next level: Level Yellow ( Spiral Dynamics ) Kardashev 2 ( Energy Scale )

# CURATOR'S NOTE

Between inputs and outputs , there are infinite number of underlying rules, constantly changing , constantly evolving. Collect them all ! ( Ray Dalio calls them principles )

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