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

All right, so we're looking at this unit distance, planar unit distance conjecture.

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

Erdos was convinced that he had identified the answer to the question.

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

I don't want to get too mathy here, but just to say it quickly, Erdos thought that if you were placing endpoints into the plane,

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

the maximum number of points that you could get to be a unit distance apart would be upper bounded by n raised to the power of 1 plus some constant c divided by the double log of n. Now, as you're probably noticing as you listen to me, that second term in the sum is going to tend towards 0 as n increases, asymptotically speaking.

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

So this result, the answer...

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

asymptotically is going to approach plain linear as the point set increases.

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

That's a really elegant answer.

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

Erdos was convinced that was right.

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

A lot of other mathematicians just assumed that that was right because Erdos is usually right.

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

And so people tried for a long time to prove that was indeed the fundamental limit.

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

Now, what OpenAI did was they released a paper that said, no, that's wrong.

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

We actually have a counterexample.

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

We have a way of placing points that

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

That is going to have more points.

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

We're going to feature more points at unit distance than that limit, even as n increases.

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

I believe the actual bound is something like n plus 1 plus some small fixed constant epsilon that stays fixed as you increase n as opposed to approaching 0.

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

So they had a counterexample.

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

They didn't say...

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

Here's the right answer.

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

Here is what the limit is.