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quant-ph 1

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Separating quantum circuits from classical LLMs

quant-ph · 2026-08-04 · conditional · novelty 6.0

Low-depth quantum circuits can solve functional and sampling tasks that small constant-depth transformer and diffusion language models provably cannot.

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  • Separating quantum circuits from classical LLMs quant-ph · 2026-08-04 · conditional · none · ref 3

    Low-depth quantum circuits can solve functional and sampling tasks that small constant-depth transformer and diffusion language models provably cannot.