Societal AI
News & features
微软亚洲研究院发起全球人工智能价值观挑战赛，共建AI的伦理基石
我们习惯了向AI提问宇宙的奥秘、代码的逻辑、生活的常识，但很少有人追问：当诚实与善良发生冲突，AI该如何选择？在缺少相关数据和信息的情境下，AI是否能做出符合人类普世价值观与伦理道德的选择？这些问题并非抽象的哲学思辨，而是AI走向社会、成为融入我们日常生活必须面对的真实考题。 为探索AI在复杂现实中对齐人类价值观与伦理的核心能力，微软亚洲研究院正式发起“全球人工智能价值观挑战赛（Global AI…
Predicting and explaining AI model performance: A new approach to evaluation
| Lexin Zhou and Xing Xie
ADeLe, a new evaluation method, explains what AI systems are good at—and where they’re likely to fail. By breaking tasks into ability-based requirements, it has the potential to provide a clearer way to evaluate and predict AI model performance.
Abstracts: Societal AI with Xing Xie
| Gretchen Huizinga and Xing Xie
New AI models aren’t just changing the world of research; they’re also poised to impact society. Xing Xie talks about Societal AI, a white paper that explores the changing landscape with an eye to future research and improved communication across…
Societal AI: Building human-centered AI systems
| Beibei Shi, Haotian Li, and Xing Xie
Learn about a new white paper on Societal AI, an interdisciplinary framework for guiding AI development that reflects shared human values. It presents key research challenges and emphasizes collaboration across disciplines.