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Latest Articles

‘World Models,’ an Old Idea in AI, Mount a Comeback

You’re carrying around in your head a model of how the world works. Will AI systems need to do the same?

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The Sudden Surges That Forge Evolutionary Trees

An updated evolutionary model shows that living systems evolve in a split-and-hit-the-gas dynamic, where new lineages appear in sudden bursts rather than during a long marathon of gradual changes.

Astrophysicists Find No ‘Hair’ on Black Holes

According to Einstein’s theory of gravity, black holes have only a small handful of distinguishing characteristics. Quantum theory implies they may have more. Now an experimental search finds that any of this extra ‘hair’ has to be pretty short.

‘Ten Martini’ Proof Uses Number Theory to Explain Quantum Fractals

The proof, known to be so hard that a mathematician once offered 10 martinis to whoever could figure it out, connects quantum mechanics to infinitely intricate mathematical structures.

Busy Beaver Hunters Reach Numbers That Overwhelm Ordinary Math

The quest to find the longest-running simple computer program has identified a new champion. It’s physically impossible to write out the numbers involved using standard mathematical notation.

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Quasicrystals Spill Secrets of Their Formation

New studies of the ‘platypus of materials’ help explain how their atoms arrange themselves into orderly, but nonrepeating, patterns.

New Physics-Inspired Proof Probes the Borders of Disorder

For decades, mathematicians have struggled to understand matrices that reflect both order and randomness, like those that model semiconductors. A new method could change that.

The AI Was Fed Sloppy Code. It Turned Into Something Evil.

The new science of “emergent misalignment” explores how PG-13 training data — insecure code, superstitious numbers or even extreme-sports advice — can open the door to AI’s dark side.

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Is Information a Fundamental Force of the Universe?

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Special Features

The Joy of Why


Two cranes symmetrically poised with their beaks together below a full moon
00:00 / 46:07

Richard Prum explains why he thinks feathers and vibrant traits in birds evolved not solely for survival, but also through aesthetic choice.

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How Can AI ID a Cat? An Illustrated Guide.

Neural networks power today’s AI boom. To understand them, all we need is a map, a cat and a few thousand dimensions.

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