At the recent AI Action Summit held at the Grand Palais in Paris, Stanford researcher and founder of AI4Science, Fei-Fei Li, delivered the opening speech. Her address garnered widespread attention, addressing the regulation of artificial intelligence, commercial ecosystems, and its far-reaching societal impacts. Li emphasized that the future of AI should be built on a scientific foundation rather than exaggerated sci-fi narratives. She called on nations to invest in a healthier and more diverse AI ecosystem, asserting that the academic community and the public play a crucial role in this process.