data governance

"在AI 2.0阶段，生产力形态的演进是改写业务结果的胜负手。AI正从“辅助工具”向“业务角色”进化。"

"Snowflake Semantic View Autopilot可在几分钟内自动执行语义建模，创建受治理、可信的语义视图，从而大规模地为AI和BI提供支持。"

"AI风险管理提供了一种结构化的、贯穿整个生命周期的方法，用于识别、评估和减轻由AI系统（包括生成式人工智能）引入的安全性、运营、合规/伦理和数据风险。"

"第10条要求用于训练数据和可重现数据集的审计跟踪。"

"领导者们正在通过在具有强大血统、语义上下文和一致治理的可靠基础上统一数据、分析和人工智能来获得优势。"

"在 AI 时代，数据作为企业的底盘，将是企业唯一可持续的 AI 护城河。"

"Vivek Kompella解释了为什么许多组织难以扩展人工智能。"

"“组织采用AI不仅仅是为了实验，他们采用它是为了推动创新和成果，” 联合创始人兼首席执行官Eran Barak说。"

"“我们业务的本质是信任，”他说。“当我们开始通过AI和智能体提供这些数据时，我们必须确保同样的信任能够延续下去。”"

"Oracle AI Data Platform (AIDP) is an integrated platform on OCI for enterprises to 'organize (with authority and auditing) their data and connect to Generative AI / Agents'."

"This collaboration addresses that gap by creating a “controlled environment” where AI models can operate without compromising data."

"SALP-CG reliably helps classify categories and grading sensitivity in online conversational health data across LLMs, offering a practical method for health data governance."

"Enterprises are sitting on vast quantities of unstructured data, from call records and video footage to customer complaint histories and supply chain signals."

"DataGovBench is a benchmark for evaluating LLM agents for real-world data governance workflows."