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No quantum advantage (yet) in the world of tensor networks

No quantum advantage (yet) in the world of tensor networks

Curator's Take

AI Commentary

This article highlights that state‑of‑the‑art classical tensor‑network techniques still outperform today’s quantum annealers on benchmark Ising spin‑glass problems, underscoring how far hardware and algorithmic improvements must go before a clear quantum advantage emerges. It puts recent hype about quantum speedups into perspective by showing that even seemingly ideal quantum devices can be outclassed on specific optimization tasks. The result is a useful reality check for researchers aiming to target practical applications of quantum annealing, reminding them that hybrid approaches or better error mitigation will likely be needed before quantum hardware can claim superiority.

— Mark Eatherly

Summary

Classical computation is more accurate that quantum annealer for some Ising spin glasses The post No quantum advantage (yet) in the world of tensor networks appeared first on Physics World .