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This article focuses on the emerging synergy between classical systems, AI, and quantum hardware, framing their integration as a collaborative evolution rather than a replacement narrative. It correctly identifies that current quantum advantage relies heavily on hybrid architectures where machine learning accelerates error correction and optimization routines essential for practical deployment. The piece argues that the industry's shift toward these interconnected workflows marks the true onset of widespread utility in both fields.
Why the next computing revolution will be hybrid , human and slightly unpredictable

There is something poetic about quantum computing. For decades, it has lived in the realm of possibility, whispered about in academic corridors, hyped in boardrooms, and misunderstood almost everywhere else. It promised to change everything, and yet, for the longest time, changed very little. Chief Digital and Innovation Officer at Equinix. Not because quantum has suddenly “arrived” - it hasn’t. But because the world around it has finally caught up. We are, quietly, entering the age of hybrid intelligence, where classical computing, artificial intelligence, and quantum systems begin to work together. And that changes the question from “when will quantum matter?” to something far more interesting: What happens when quantum becomes part of how the world works? Quantum computing has…
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