This invention describes a system that helps quantum computers run more reliably. It works by first measuring how prone to errors the quantum bits are, then uses a smart analysis engine to figure out the best way to correct those errors, continuously adjusting the correction intensity. The claims narrow this to an initial "burn-in" phase to map out error rates and then track errors for individual and blocks of quantum bits.
Why it matters: In 2019, quantum computers were very noisy and small, making adaptive error correction difficult to implement effectively. By 2026, significant advancements in quantum hardware, including increased qubit counts and improved coherence, make the real-time measurements and probabilistic adjustments described here more feasible and essential for achieving fault-tolerant quantum computing.
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