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

That's what you'd want to be announcing, not

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

oh, there's an interesting algebraic field in which if you move a standard, otherwise two-dimensional square lattice, you're able to squeeze something that is super linear in terms of points at unit distance, right?

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

That's not what you would announce.

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

If it was true that solving that problem meant that you now had genius-level AI, you would use that to solve all the economically useful things you could do with an automated genius-level artificial intelligent mind.

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

So I think the fact that this is what we're focusing on

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

just vindicates the idea that just being good at one thing doesn't make you better at other things, or we'd see more economically productive examples.

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

All right, question number four.

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

What does this tell us about the future of math?

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

The future of math is exciting.

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

Let me be really clear about this.

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

Just like how computer programming now has LLM based tools deeply embedded in it.

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

It's just, we haven't really figured out exactly how to use them.

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

Like we haven't stabilized that yet.

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

There's still a lot of nonsense of like agent supervising agents who supervise the agent supervisors.

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

And we look up at the end of the day and they have a broken hello world code or whatever.

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

Like, you know, we're still figuring it out, but like LLM tools are completely changing how programmers work.

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

Something similar has been afoot in professional mathematics for about the last year or so.

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

Computer-aided tools have always been there and very powerful, but they're too annoying to work.

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

But when you add LLMs into the picture, especially LLMs that are tuned for doing this type of mathematical reasoning, especially when you're in the very smart type of modular architectures that DeepMind is producing,

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

It really helps.