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Scaling for Quantum Advantage and Beyond: IBM's 2025 Breakthroughs

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Three candidates for quantum advantage

At QDC 2025, IBM announced the 120-qubit IBM Quantum Nighthawk, enabling 30% more complex circuits with fewer SWAP gates, and the Heron processor achieving 330,000 CLOPS, a 65% increase over 2024.

Why This Matters

Quantum advantage remains unproven due to the lack of rigorous validation and measurable separation from classical methods. Current systems face high error rates and sampling overhead, with probabilistic error cancellation (PEC) requiring 100x more samples without advanced mitigation tools. Scaling hardware and software must align with validation frameworks to avoid false claims of advantage.

Key Insights

Practical Applications

  • Use Case: E.ON leveraging Qiskit for quantum simulations in energy optimization
  • Pitfall: Overlooking error mitigation leads to 100x higher sampling overhead in PEC without Samplomatic

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