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Tom Krüger

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Preprint Jul 2026

Generative AI Beyond Tokens: Quantum Resource Consumption of IQP Circuits

As IQP circuits produce remarkably low intermediate magic relative to phase-randomised states with the same sampling distributions, this renders IQP-based quantum generative models as promising candidates for resource-efficient demonstrations of quantum advantage on early fault-tolerant architectures.

Tom Krüger, Wolfgang Mauerer · 0 citations