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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Soumyadeep Sarma

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Preprint Aug 2026

Universal equilibrium magic in quantum many-body systems

Thermalization conventionally describes local properties of isolated many-body systems at equilibrium. Magic, or nonstabilizerness $\unicode{x2013}$ the resource enabling universal quantum computation $\unicode{x2013}$ is by contrast encoded in the global structure of the many-body wavefunction. We show that, despite i...

Soumyadeep Sarma, Tobias Haug, John Preskill et al. · 4 citations

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