Quantum system hardware dynamically self- recalibrates/ tracks processing faults without needing to pause ongoing calculations


"error- checking hardware requires frequent, manual calibration cycles interrupting calculations creating costly downtime... overcome using automated machine-learning actively monitoring during use... AI-driven, continuously adjusts/ self-recalibrates quantum processor in real time while executing live workflows... this framework allows quantum computations to run far longer and moves the industry closer to scalable, error-corrected quantum computing"

Related: How quantum circuits based on neutral atoms could find and fix errors
https://phys.org/news/2026-07-quantum-circuits-based-neutral-atoms.html

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