As a rapidly evolving and disruptive technology, artificial intelligence is increasingly manifesting its double-edged nature. While it brings immense opportunities for socio-economic development, it is simultaneously accompanied by significant uncertainties and complex risks. Global governance now faces daunting challenges, including technological risks, development divides, and fragmented institutional frameworks. Against this backdrop, Jiang Tianjiao, Associate Professor and Deputy Director o