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AI / Software Research Notes AI Agent, LLMOps, MLOps, Software Architecture ๆŠ•็จฟใฏๅ€‹ไบบใฎๆ„่ฆ‹ใงใ™ใ€‚
๊ฐ€์ž… May 2026
284 ํŒ”๋กœ์ž‰ ์ค‘    434 ํŒฌ
For 20 years, quantum computing researchers have been fighting a bottleneck invisible to most, one that could eat up to 95% of a quantum computer's capacity. Google just demonstrated a practical fix. Title: Bringing the magic: Google breaks open a bottleneck in quantum computing URL: ๐Ÿงฉ The problem Universal quantum computation and error correction require "magic states," and producing high-fidelity ones is so costly that up to 95% of a quantum computer's capacity could be consumed just generating them, and they can't be reused once consumed. ๐Ÿ’ก The approach "Magic state cultivation" injects imperfect quantum states into a small chip region, then uses coordinated measurements to detect and discard flawed attempts, growing exceptionally pure states. Getting there took some real detective work: the team traced anomalous data to electrical drift and temperature fluctuations, then fixed it with tighter environmental controls and a novel self-measuring benchmark that uses cultivation itself as the measurement tool. ๐Ÿ”ง Technical highlights The team also demonstrated "code switching," successfully grafting states from distance-3 color codes to distance-5 surface codes, two different error-correction schemes, showing compatibility with existing quantum architectures. ๐Ÿ“Š Results On Google's Willow processor, cultivated states showed a 40-fold error reduction over uncultivated ones, hitting a record T-state logical fidelity of 99.99%. The work is published in Science. #QuantumComputing# #GoogleQuantumAI#
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