During the 2025 World Robot Conference, Ni Guangnan, an esteemed academician from the Chinese Academy of Engineering, highlighted that artificial intelligence is spearheading a transformation in technological paradigms. In light of the national 'AI+' initiative, the robotics industry must forge an 'AI+Robot' ecosystem to fully harness its potential as an emerging force in production. Ni Guangnan stressed that elevating the intelligence of robots is paramount to constructing this ecosystem, necessitating the integration of a brain-eye-action collaborative system that empowers robots to perceive, comprehend, and interact with the world effectively.