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Evidence for the utility of quantum computing before fault tolerance

📅 June 14, 2023 👤 Young‐Seok Kim, Andrew Eddins, Sajant Anand et al. 📖 Nature 📊 1,000 citations

🤖 Plain-English Summary

Abstract Quantum computing promises to offer substantial speed-ups over its classical counterpart for certain problems. In the regime of strong entanglement, the quantum computer provides correct results for which leading classical approximations such as pure-state-based 1D (matrix product states, MPS) and 2D (isometric tensor network states, isoTNS) tensor network methods 2,3 break down.

🔑 Key Findings

  • However, the greatest impediment to realizing its full potential is noise that is inherent to these systems.
  • The widely accepted solution to this challenge is the implementation of fault-tolerant quantum circuits, which is out of reach for current processors.
  • Here we report experiments on a noisy 127-qubit processor and demonstrate the measurement of accurate expectation values for circuit volumes at a scale beyond brute-force classical computation.

💡 Why This Matters

This research advances how AI systems learn, reason, and solve problems — with direct implications for automation and scientific discovery.

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📋 Article Details

Category 🤖 Artificial Intelligence
Published Jun 14, 2023
Journal Nature
Authors Young‐Seok Kim, Andrew Eddins, Sajant Anand, Ken Xuan Wei, E. van den Berg
DOI 10.1038/s41586-023-06096-3
Citations 1,000
Source OpenAlex

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