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Automatic measuring machines are fundamentally transforming traditional manufacturing quality control models by giving machines "eyes" and a "brain." From high-precision visual capture to artificial intelligence decision-making, and then to comprehensive integration with production systems, this technology achieves comprehensive breakthroughs in inspection speed, accuracy, and intelligence level. In the future transformation of manufacturing towards digitalization and intelligence, intelligent measurement systems with self-learning capabilities and system integration abilities will become core infrastructure for ensuring product quality, improving production efficiency, and achieving smart manufacturing.