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Rethinking AI Validation

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What happened

The post Rethinking AI Validation appeared first on Semiconductor Engineering . AI failures rarely stem from one single mistake; small perception errors can silently propagate through downstream functions and affect safety critical behavior. In automotive ADAS/AD, this risk grows in open, dynamic environments with ambiguous scenes, domain shifts, rare edge cases, and sensor anomalies.

Sources & evidence