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Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

I don't think open AI, they're implying it, but they're not saying this.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

But I think the feeling we have online is like, well, that's a really hard thing to do.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

It's a problem humans tried to solve but couldn't.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

Does that mean we have the superhuman intelligence that now can give us super intelligent solutions?

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

performance, and all sorts of things I might care about, is it time to learn, like Sarah Connor in Terminator 2, how to cock a shotgun with one arm and show off our awesome guns?

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

By which I mean biceps.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

The answer here is likely no as well.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

Remember, in a previous AI Reality Check episode of this podcast, I said there's two mental models for thinking about AI capabilities.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

The one model is a rising water one.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

The capabilities grow

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

And it's like a water level of capability rising.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

And you have mountains that represent problems of different difficulties.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

And as the water rises, all mountains of that difficulty are now solvable.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

So if the water is high enough to cover the Erdos open problem peaks, then it's covering all these other even easier problems that are relevant to our everyday life.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

And therefore, we're about to have really big disruptive impacts.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

That, however, is the wrong way to think about AI development.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

I said the better way to think about AI capabilities is like you have like a main river and you're exploring tributaries into the river.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

And some of those, so each of these tributaries is like another type of problem or application.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

And some of these tributaries are able to make a lot of progress.

Deep Questions with Cal Newport
Did AI Just “Solve” Math? (Let’s Take a Closer Look) | AI Reality Check

And other ones, you almost immediately get stuck and it becomes non-navigable.