"Quantum Echoes Algorithm: A Historic Leap Puts Quantum Computing on the Road to Real-World Applications with Google’s Willow Chip"
- Next News
- Nov 13, 2025
- 2 min read
In an unprecedented breakthrough, Google has marked a turning point in quantum computing: its Willow quantum chip has successfully run the “Quantum Echoes” algorithm, achieving the world’s first verifiable quantum advantage on actual hardware—not just in simulation or lab trials. According to the research team, the algorithm solved a problem with a verifiable model—surpassing the world’s most powerful classical supercomputers by a factor of 13,000.

This technology was utilized to study molecular structures, demonstrating an ability to probe previously unattainable physical details—even beyond the reach of state-of-the-art Nuclear Magnetic Resonance (NMR). In a practical experiment with UC Berkeley, researchers measured real molecular structures comprising many atoms, with outcomes validated against classical techniques—offering strong evidence for forthcoming opportunities in drug discovery, materials engineering, and the analysis of complex natural systems.
The algorithm features a distinct operational pattern: a “quantum echo” is triggered through the Willow chip, enabling the precise measurement of disturbance propagation thanks to amplification by constructive interference within the quantum system. With the results reproducible and verifiable across similar quantum chips, this milestone shifts quantum computing from theoretical demonstration to a practical tool for real computational advantage—surpassing conventional computing abilities and heralding the dawn of a new era for quantum applications.
Google attributes this accomplishment to over six years of accelerating development. After its team performed a calculation in 2019 that would have taken millennia on a classical computer in just minutes on a quantum processor, continued advances have overcome major challenges, such as reducing operational error rates.
The world now watches as Google pursues the third generation of its quantum roadmap—a “long-lived logical qubit”—unlocking future scientific conquests that could redefine the landscape of technology, from biochemistry to material and energy engineering.









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