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As of 2020, welding inspection technology moved firmly away from "detect and repair" toward "prevent and predict." The technologies that gained traction in 2020 are expected to mature by 2025 into fully integrated AI-driven systems capable of automatically recognizing and categorizing weld defects without human intervention. For those interested in exploring the topic further,
In recent years, several advanced welding inspection technologies have emerged, including: welding inspection technology 2020 pdf