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Science Quanta Magazine

Thermodynamic Computers Go With the (Energy) Flow

Today’s computers need safeguards against random energy fluctuations. Thermodynamic computers would put those fluctuations to use. The post Thermodynamic Computers Go With the (Energy) Flow first appeared on Quanta Magazine

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Intelligence Phys.org

Quantum sensing microscope illuminates transistor design

Artificial intelligence faces an energy crisis stemming from a physical traffic jam inside modern computer chips. Processors must continually shuffle data, such as the billions of parameters in complex models, between separate computing and memory nodes. This…

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Research arXiv

Three-Body Scattering for Generative Modeling

Modern generative models typically rely on an adversarial critic, a prescribed noise-to-data path, or an autoregressive factorization. Instead, we show that a proper distributional energy can induce sample-level motion and provide direct regression…

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Technology The Verge

Who’s afraid of the big, bad GPU?

How does AI make you feel? Are you excited to “vibe-code” your smart home? Or anxious about all the added pollution and billions of gallons of water used by data centers? Dig a little deeper and you’ll start to question the actual value of the GPUs that…

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