Recently, the evaluation for the 10th National Railway Youth Science and Technology Innovation Awards was conducted, with 84 project teams competing on the same stage and engaging in mutual learning and exchange. The projects covered a wide range of fields, including artificial intelligence-enabled railway applications, intelligent rail transit inspection, railway safety intelligent early warning and research on automated intelligent equipment. The event fully demonstrated the integration of youthful innovation with the core tasks of railway development.