微软：2025年社会责任人工智能：研究的挑战与机遇白皮书（英文版）

Our society is now undergoing a profound evolution in AI technology, epitomized by the emergence of large LLMs. These models, built on deep learning architectures and trained on extensive datasets, represent a paradigm shift in AI capabilities.Compared to traditional AI, LLMs exhibit two transformative features. First, by leveraging language as a universal and versatile medium of human knowledge, LLMs excel in diverse tasks, such as programming, writing, and translation. This versatility esta