The forthcoming 2026 Siemens EDA and Wilson Research Group Functional Verification Study indicates that the IC verification problem is changing in nature, not simply growing in complexity. Declining first-silicon success, increased CPU/GPU/AI accelerator-class participation, near-universal reported embedded processor content across implementation categories, a broadening verification ecosystem, and greater visibility of firmware-, safety-, and security-related respin contributors all point toward a shift from verifying designs to building system confidence in software-driven silicon systems.
Fig.1: First-silicon success trend, showing the long historical equilibrium followed by a recent decline. Source: Siemens EDA
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