Unlike conventional quantum‑accelerator cards that sit as peripheral devices (e.g., IBM Q System One, Google Sycamore), JUQ399 integrates the quantum processor on‑die with the classical cores. This co‑design reduces communication latency from the typical 10–100 µs range to and enables tight feedback loops for variational algorithms, error mitigation, and hybrid AI models.
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