Core Insights - OceanBase has launched PowerRAG, an AI-focused application product that enables ready-to-use RAG application development, marking its commitment to the AI era [1] - The company aims to evolve from an integrated database to an integrated data foundation, focusing on a comprehensive layout across computing power, infrastructure, platform, application, and delivery forms [1] - Ant Group's CTO emphasized the importance of data in the development of AI and large models, highlighting four major challenges: increased data acquisition costs, scarcity of rigorous industry data, the need for enhanced multi-modal data processing capabilities, and difficulties in data quality assessment [1][7] Company Strategy - Ant Group will support OceanBase in achieving breakthroughs in key AI scenarios across finance, healthcare, and daily life, while promoting the Data×AI concept and architectural innovation [2][10] - OceanBase is positioned as a representative of Ant Group's continuous innovation and technical breakthroughs, particularly in handling massive transaction data [9] Industry Challenges - The cost of data acquisition has significantly increased, with readily available and inexpensive data resources nearing exhaustion, leading to a focus on generating high-quality data as a key success factor for digital enterprises [7] - High rigor industries, such as legal and healthcare, face challenges in data circulation due to stringent data quality requirements and a lack of digital knowledge, which hampers the effective application of generative AI [8] - The processing of multi-modal data remains a significant challenge, as future data will encompass not only text but also visual and tactile information, necessitating advanced handling capabilities [8] - Quality assessment of data is crucial, as it directly impacts the performance of large models, with the need for extensive evaluation data posing a significant challenge [9]
蚂蚁集团CTO何征宇揭秘AI四大挑战：未来所有数据公司都将成为AI公司