Can Noise Turn Quantum Transport into a Classical Flow?

Universality Hidden in Noise In the quiet mathematics of quantum physics, noise usually seems like a villain: it spoils delicate quantum effects, blurs interference patterns, and makes clean predictions slip through our fingers. Costa, Ribeiro, and De Luca flip that script. They investigate a one‑dimensional chain of free (non‑interacting) fermions subjected to different forms of…

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When Binary Cuts Hint a Hidden Line in Polytopes

Geometric shapes aren’t just pretty ornaments on a chalkboard. In optimization, they’re enormous, living laboratories where tiny binary decisions ripple into sweeping consequences. The CUT(n) polytope—the convex hull of cut vectors of a complete graph Kn—has loomed as a central but stubborn mystery: its vertices are famously elusive to describe with a neat, closed-form formula….

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A Universe of Voices: How One Observatory Is Tackling Language Barriers in Science

A Universe of Voices: How One Observatory Is Tackling Language Barriers in Science The Vera C. Rubin Observatory, perched atop Cerro Pachón in Chile, is poised to revolutionize our understanding of the cosmos. Its colossal 8.4-meter Simonyi Survey Telescope and 3200-megapixel camera will map the southern sky with unprecedented detail, potentially uncovering billions of stars…

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A Few Layers Quietly Fuel AI Math Reasoning

Hidden inside the soaring performances of large language models is a stubborn mystery: where does math reasoning actually live in the network? For readers who have tracked AI progress, it’s tempting to think improvements come from sweeping changes across the whole brain of the model, like a software update that rewires every neuron to think…

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