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Xeon Phi operates on embedded Linux built directly into the hardware, demanding highly optimized code to unlock its full capabilities. It needs compatible boards, as not every card supports it. Early PCIe cards used socket designs similar to CPUs, while modern ones often feature an extra OmniPath connector. Today’s CPUs boast a significant boost in cores, making the value of Xeon Phi less relevant, which is why Intel has moved to end-of-life support.