Machine learning has reshaped defect detection across industries. But traditional inspection systems are hitting their limits: too many false positives, too many missed defects, too much inconsistency.  Modern ML systems now consistently deliver 60%+ accuracy improvements, near‑zero false positives, and multi‑million‑dollar ROI outcomes.  We’ll cover it all: fundamentals, traditional limits, ML techniques, pipelines, use cases, […]