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Deep Questions with Cal Newport

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

Deep Questions with Cal Newport

Cal Newport

Education, Self-improvement, Technology

4.81.5K Ratings

🗓️ 28 May 2026

⏱️ 32 minutes

🧾️ Download transcript

Summary

Cal Newport takes a critical look at recent AI News. Video from today’s episode: youtube.com/calnewportmedia (0:00) Did AI just “solve” math? (2:38) What OpenAI did (6:30) Question #1 - Is this result that important? (7:34) Question #2 - Does this mean LLMs are now smarter than human mathematicians? (17:50) Question #3 - Does this mean all equally hard challenges will now be conquered by AI? (23:27) Question #4 - What is the future of math? (28:27) Concluding thoughts Links: Buy Cal’s latest book, “Slow Productivity” at www.calnewport.com/slow  https://openai.com/index/model-disproves-discrete-geometry-conjecture/ https://www.youtube.com/watch?v=Br4l9YjCyRU https://x.com/PeterDiamandis/status/2058956956077871275 https://cdn.openai.com/pdf/74c24085-19b0-4534-9c90-465b8e29ad73/unit-distance-remarks.pdf Thanks to Jesse Miller for production and mastering and Nate Mechler for research and newsletter. Learn more about your ad choices. Visit podcastchoices.com/adchoices

Transcript

Click on a timestamp to play from that location

0:00.0

Last week, OpenAI published a press release titled,

0:04.0

An OpenA. model has disproved a central conjecture in discrete geometry.

0:10.3

They were talking specifically about the planar unit distance problem,

0:13.6

which was first posed by Paul Erdos in 1946.

0:17.3

Now, this is actually a pretty simple problem to state.

0:19.6

It basically says,

0:29.4

what is the maximum number of pairs of points in a set of endpoints in a flat plane that can be exactly one unit of distance apart?

0:33.9

Now, back in the 1940s, Erdos proposed an answer to this question.

0:36.7

He couldn't prove it, but he thought he knew what the answer was.

0:38.0

Last week,

0:44.2

OpenAI essentially announced that they had used an LLM to prove that Erdos's proposed answer was, in fact, incorrect. The OpenAI press release was accompanied by a video that featured dramatic

0:51.5

music and a group of researchers writing earnestly on a comically small

0:55.7

blackboard as they explained why this was a big deal. Here, let's play a clip of that video.

1:03.8

This is the first mathematical breakthrough due to an AI. It's been described as the most well-known problem in combinatorial geometry.

1:13.6

So for a whole subfield of mathematics, it's like maybe the best known problem there is.

1:20.6

The mainstream press soon picked up on this story with enthusiasm.

1:23.6

Here's the new scientist headline.

1:25.6

Mathematicians stunned by AI's biggest breakthrough in

1:29.5

mathematics. People on X predictably went even more wild. Peter Diamindis tweeted the following.

1:37.0

An open AI model just proved an 80-year-old math conjecture from Paul Erdos, one of the most prolific

1:42.3

mathematicians in history. We're going to

1:44.8

solve everything. All right. So what's actually going on here? Did AI just reach genius level?

...

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