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‘Next-Level’ Chaos Traces the True Limit of Predictability

March 7, 2025

In math and computer science, researchers have long understood that some questions are fundamentally unanswerable. Now physicists are exploring how even ordinary physical systems put hard limits on what we can predict, even in principle.

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The Physicist Working to Build Science-Literate AI

February 28, 2025

By training machine learning models with enough examples of basic science, Miles Cranmer hopes to push the pace of scientific discovery forward.

Catalytic Computing Taps the Full Power of a Full Hard Drive

February 18, 2025

Ten years ago, researchers proved that adding full memory can theoretically aid computation. They’re just now beginning to understand the implications.

Undergraduate Upends a 40-Year-Old Data Science Conjecture

February 10, 2025

A young computer scientist and two colleagues show that searches within data structures called hash tables can be much faster than previously deemed possible.

The Poetry Fan Who Taught an LLM to Read and Write DNA

February 5, 2025

By treating DNA as a language, Brian Hie’s “ChatGPT for genomes” could pick up patterns that humans can’t see, accelerating biological design.

Chatbot Software Begins to Face Fundamental Limitations

January 31, 2025

Recent results show that large language models struggle with compositional tasks, suggesting a hard limit to their abilities.

New Book-Sorting Algorithm Almost Reaches Perfection

January 24, 2025

The library sorting problem is used across computer science for organizing far more than just books. A new solution is less than a page-width away from the theoretical ideal.

Mathematicians Discover New Way for Spheres to ‘Kiss’

January 15, 2025

A new proof marks the first progress in decades on important cases of the so-called kissing problem. Getting there meant doing away with traditional approaches.

Can AI Models Show Us How People Learn? Impossible Languages Point a Way.

January 13, 2025

Certain grammatical rules never appear in any known language. By constructing artificial languages that have these rules, linguists can use neural networks to explore how people learn.

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