The wave of artificial intelligence is sweeping across the globe at an unprecedented pace, fundamentally transforming the underlying logic of the job market. According to a McKinsey Global Institute report, by 2030, approximately 400 to 800 million people worldwide may lose their jobs due to automation, but simultaneously AI will create more high-value positions. The World Economic Forum's "Future of Jobs Report" indicates that by 2025, machines will undertake more work currently performed by humans, but this process will result in a net increase of 12 million jobs. This transformation is not a simple transfer of work, but a reconstruction of the entire industrial ecosystem.

Application of Machine Vision AI in Appearance Defect Detection Introduction Under the wave of Industry 4.0 and intelligent manufacturing, product quality control has become the core competitiveness of manufacturing enterprises. Traditional manual inspection methods suffer from numerous pain points such as low efficiency, high missed detection rates, and high costs, making them unable to meet […]