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Science Review Finds Quantum Hardware Entering Early Systems Stage, Far From Utility Scale

Researchers provide a TRL snapshot using AI tools to benchmark quantum platforms.

Overview

  • A cross-institutional assessment in Science charts progress from lab proofs to early integrated systems across computing, networking, sensing, and simulation.
  • Superconducting qubits lead for computing, neutral atoms for simulation, photonic qubits for networking, and spin defects for sensing in the comparative readiness snapshot.
  • The authors say practical applications like advanced chemistry will require millions of physical qubits and error rates beyond what current devices achieve.
  • Key scaling bottlenecks include materials and mass-producible fabrication, wiring and signal delivery, cryogenic power and temperature management, and automated calibration and control.
  • Invoking the 1960s “tyranny of numbers,” the paper urges patient, system-level engineering and tri-sector collaboration, noting today’s TRL gains do not imply near-term utility-scale machines.