模型选择了 Qwen2.5-Coder-32B-Instruct，4bit 量化 + LoRA，8 张 H100 能快速跑起来。 执行正确性：生成的 SQL 在数据库上执行，结果跟标准答案是否一致。这是唯一能反映"SQL 写对了没有"的信号。采用 ...

Microsoft patched 79 security vulnerabilities this month, including bugs that could let attackers escalate privileges or crash critical services.

Abstract: Text-to-SQL aims to parse natural language problems into SQL queries, which can provide a simple interface to access large databases enabling SQL novices a quicker entry into databases. As ...

Microsoft is aware of public disclosure of two of today’s Patch Tuesday vulnerabilities, but without evidence of exploitation in the wild for any (yet), so there are no Microsoft additions to CISA’s ...

Tenable Research revealed "LeakyLooker," a set of nine novel cross-tenant vulnerabilities in Google Looker Studio. These ...

Google’s new Android Bench ranks the top AI models for Android coding, with Gemini 3.1 Pro Preview leading Claude Opus 4.6 and GPT-5.2-Codex.

Researchers at red-team security startup CodeWall say their AI agent hacked McKinsey's internal AI platform and gained full ...

Google Cloud has recently announced the preview of a global queries feature for BigQuery. The new option lets developers run ...

Google rolls out Canvas in AI Mode across the US, adding a side panel workspace in Search for building plans, dashboards, and ...

From the browser to the back end, the ‘boring’ choice is exciting again. We look at three trends converging to bring SQL back ...

为什么SQL如此重要？很简单：数据驱动决策。在企业中，数据是最客观的决策依据，而SQL是获取这些数据的最直接工具。不会SQL，意味着你总是需要依赖他人获取数据，不仅效率低下，也在无形中削弱了你的职场竞争力。