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Cal Newport

๐Ÿ‘ค Speaker
See mentions of this person in podcasts
3023 total appearances

Appearances Over Time

Podcast Appearances

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Cal Newport on Mythos and Anthropomorphization

They don't actually get the thing done.

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Cal Newport on Mythos and Anthropomorphization

But they said, oh, what LLMs are good at is producing code that compiles and we can actually like check that it works.

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Cal Newport on Mythos and Anthropomorphization

And so this is where this whole vision has changed is that all applications and internet websites should have a code accessible API that you can expose and that an LLM can write a program that will then

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Cal Newport on Mythos and Anthropomorphization

access that API.

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Cal Newport on Mythos and Anthropomorphization

So we don't need to teach the LLM how to use Excel.

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Cal Newport on Mythos and Anthropomorphization

It'll write a Python program that'll call hooks into Excel.

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Cal Newport on Mythos and Anthropomorphization

The problem with this is no one wants to open up their application to just agents in general.

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Cal Newport on Mythos and Anthropomorphization

If I'm Microsoft, I was like, I don't want, I want to write a custom tool

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Cal Newport on Mythos and Anthropomorphization

For my program, why would I expose my program for anyone else to use it?

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Cal Newport on Mythos and Anthropomorphization

But your original question is a big one.

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Cal Newport on Mythos and Anthropomorphization

To what end?

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Cal Newport on Mythos and Anthropomorphization

I've been writing about this recently, especially with work and AI.

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Cal Newport on Mythos and Anthropomorphization

You've got to find the real bottlenecks, right?

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Cal Newport on Mythos and Anthropomorphization

Yeah.

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Cal Newport on Mythos and Anthropomorphization

It's the drunk looking for the keys under the streetlight.

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Cal Newport on Mythos and Anthropomorphization

There's a lot of this going on where this is what we can do with AI right now.

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Cal Newport on Mythos and Anthropomorphization

then this now becomes like the key to productivity.

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Cal Newport on Mythos and Anthropomorphization

But the real bottlenecks in people's work is often not the things that we're trying to aim AI at.

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Cal Newport on Mythos and Anthropomorphization

Like, I don't know people are super frustrated at booking a plane ticket online.

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Cal Newport on Mythos and Anthropomorphization

How often do you book plane tickets?