AI Finds New Blowup Candidates
Artificial intelligence is probing mathematics' hidden breaking points
Feb 10, 2026 · 24 min · 11 segments
In reality, water doesn’t glitch out. It can’t instantly change direction or spurt randomly into the sky. But on a purely mathematical level, such things are possible. On this episode of The Quanta…
So this story has some physics energy to it, which is what got me into it as a physics reporter, but really, as you mentioned, it's a pure math story.
So the physics energy comes from the fact that we have these incredible equations, the Navier-Stokes equations, and they're just as rich, and they're just as beautiful as the equations that describe quantum mechanics or the equations that describe space time and general relativity, but they describe fluids, so whirlpools, water flowing, all that good stuff.
Now, these equations, being equations, are also pure math objects, and partially because they're so famous and so interesting, mathematicians are also just motivated out of pure curiosity to understand them at the mathematical level.
So the big idea here is mathematicians want to answer a simple yes or no question about these mathematical objects.
That is, do all of their solutions make sense? Are they physical at all places, at all times? Do they describe liquids that always behave in a logical way or not?
The Navier-Stokes equations are very successful in general with describing real phenomenon in fluids, but what we're looking at here is probing the limits of where they might actually break down and not be able to describe something in the real world.
Okay, so when you're describing the Navier-Stokes equations to a non-physicist, to a non-mathematician, how do you typically describe them?
So they are the fluid version of another famous and perhaps more familiar equation, Newton's second law of motion.
F equals MA tells you about what an object is doing in response to a certain force, and it has lots of solutions.
They're actually very similar, force applied to different points and, of the fluid and what happens as a result.
So this story has some physics energy to it, which is what got me into it as a physics reporter, but really, as you mentioned, it's a pure math story.
So the physics energy comes from the fact that we have these incredible equations, the Navier-Stokes equations, and they're just as rich, and they're just as beautiful as the equations that describe quantum mechanics or the equations that describe space time and general relativity, but they describe fluids, so whirlpools, water flowing, all that good stuff.
Now, these equations, being equations, are also pure math objects, and partially because they're so famous and so interesting, mathematicians are also just motivated out of pure curiosity to understand them at the mathematical level.
So the big idea here is mathematicians want to answer a simple yes or no question about these mathematical objects.
That is, do all of their solutions make sense? Are they physical at all places, at all times? Do they describe liquids that always behave in a logical way or not?
The Navier-Stokes equations are very successful in general with describing real phenomenon in fluids, but what we're looking at here is probing the limits of where they might actually break down and not be able to describe something in the real world.
Okay, so when you're describing the Navier-Stokes equations to a non-physicist, to a non-mathematician, how do you typically describe them?
So they are the fluid version of another famous and perhaps more familiar equation, Newton's second law of motion.
F equals MA tells you about what an object is doing in response to a certain force, and it has lots of solutions.
They're actually very similar, force applied to different points and, of the fluid and what happens as a result.
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AI Finds New Blowup Candidates
Artificial intelligence is probing mathematics' hidden breaking points
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A million-dollar prize remains unclaimed by mathematicians
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The breakthrough avoids simulating fluids moment by moment
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