在企业级真实业务与复杂数据分析中，让大模型「一眼看穿数据库并写出完美SQL」，往往只是一个不切实际的幻想。

搞反知识图谱与本体论的顺序就白干，一文厘清二者分工边界，避开语义项目常见死坑。 两者不是二选一。知识图谱答"正在发生什么"，本体答"这是什么意思"，六个维度看清分工与接缝。 某家制造企业的数据平台上，有个标着"知识图谱"的模块上线了半年。

contract:additive契约变更：可加改动契约变更：可加改动kind:featureDerived from Issue body. Not readiness, scope approval, or acceptance authority.Derived from Issue body. Not readiness, scope approval, or acceptance ...

As enterprises race to connect AI agents to their most sensitive data, Oracle database tools specialist Jeff Smith is making a contrarian case: ...

Oracle Business Semantic Layer and Business Simulation Engine were announced at Oracle AI World Las Vegas 2026, giving ...

Intel and Oracle plan OCI X14 on next-gen Xeon. We compare AMX and APX through a SQL agent's workflow, covering what CPUs ...

"Show me the confirmed orders from last month, broken down by department."The AI connected to the database, executed the SQL, ...

Introduction"I want to list customers who haven't ordered, but I get zero results," or "The count doesn't match when I exclude cancellations." Among SQL bugs, those caused by NULL are often discovered ...

The benchmark used 100 TB TPC-DS data sets; Oracle says its business semantic layer and AI Data Catalog capabilities will be ...

Snowflake (Horizon catalog, Snowflake-managed storage, AWS ap-south-1) DuckDB 1.5.5 Apache Spark 3.5.6 with Iceberg 1.10.0 A 2-table Oracle Database 23ai Free schema (8 customers, 40 orders) synced ...