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The integration of artificial intelligence (AI) and machine learning (ML) in welding inspection technology has opened up new possibilities for improved defect detection and classification. AI-powered algorithms can analyze large datasets of inspection results, identify patterns, and predict defect likelihood. ML-based systems can learn from experience and adapt to new inspection scenarios.