Core Insights - The CTO of Ant Group, He Zhengyu, emphasized that the lack of data is the root cause of the "hallucination" phenomenon in large models [1] - He stated that without data, there can be no development of AI, and the boundaries of data determine the upper limits of large model capabilities [1] - Ant Group aims to support breakthroughs in core scenarios of Ant AI, including finance, healthcare, and daily life, while promoting the open-source development of OceanBase [1] Data Challenges - The availability of cheap internet data is nearing exhaustion, leading to increased costs for data acquisition [1] - There are challenges related to the scarcity and difficulty of accessing rigorous industry data [1] - Multi-modal data processing and quality assessment of data are also significant challenges [1] Future Outlook - The success of enterprises in the future will largely depend on their ability to generate and apply data [1] - Ant Group is committed to advancing the realization of AGI (Artificial General Intelligence) through its support of OceanBase [1]
蚂蚁集团CTO何征宇: 大模型幻觉的源头是缺乏数据