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In the VLSI (Very Large Scale Integration) lifecycle, tape-out is often viewed as a major milestone. However, the true test of a chip begins only after silicon returns from fabrication. Post-silicon validation and bring-up represent the critical phase where theoretical correctness meets physical reality. At this stage, engineers must confirm that t

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