GenAI 和 ML 在自治数据库上的最新进展和未来展望 [LRN2911].pdf

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1、Whats New and Whats Next for GenAI and ML on Autonomous AI DatabaseLRN2911Kumar Rajamani,OracleOctober 14,2025Madhu Babu Vitta,DropboxMark Hornick,OracleThe following is intended to outline our general product direction.It is intended for information purposes only,and may not be incorporated into an

2、y contract.It is not a commitment to deliver any material,code,or functionality,and should not be relied upon in making purchasing decisions.The development,release,timing,and pricing of any features or functionality described for Oracles products may change and remains at the sole discretion of Ora

3、cle Corporation.Safe harbor statementCopyright 2025,Oracle and/or its affiliatesSelect AICopyright 2025,Oracle and/or its affiliatesWhy do AI Projects fail or not even start?Lack of well-defined problems aligned to business goalsLack of complete and reliable data and metadataLack ofcomprehensive sec

4、urity and good governance Copyright 2025,Oracle and/or its affiliates Successful AI ProjectsBring data closer to the business usersAvoid expensive duplication by federating metadata and data accessChoose an AI framework with built-in security and governance Copyright 2025,Oracle and/or its affiliate

5、s 7Copyright 2025,Oracle and/or its affiliatesGet answers from structured and unstructured sources using natural language without the complexity of underlying platform or implementation detailsSelect AI GoalReduce the“distance”between business users and their dataBuilding on a firm foundationCopyrig

6、ht 2025,Oracle and/or its affiliatesPlatform Fully managed elastic service;built-in data connectors and APIs(Autonomous Database)Framework NL2SQL,AI Agents,RAG integrated with LLMs(Select AI)Synthetic data generationIn-databaseagentsAI SecurityCustomerOutcomesSelect AI can be used on any 23.x Oracle