China.org.cn

China Focus: Building on green gains, roadmap charts next five years for a Beautiful China

BEIJING, July 20 (Xinhua) -- China's newly issued 15th Five-Year Plan for Building a Beautiful China sets binding environmental targets through 2030 and maps out a green industrial leap over the next ...

印度尼西亚股市上涨；截至收盘印尼雅加达综合指数上涨0.71%

© Reuters 印度尼西亚股市上涨；截至收盘印尼雅加达综合指数上涨0.71% 风险批露: ...

Famous 11th century tapestry to be housed at the British museum 著名的 11 世纪贝叶 ...

Episode 260216 / 16 Feb 2026 What do these new maps of Antarctica show us? What are the evolutionary origins of kissing?
51CTO

Agent 治理：用 Hook 堵住 LLM 的偷懒、越权与失忆

本文拆解这套机制——Hook 链（Agent 框架的 Callback 切面）+ 挂在它上面的读写两侧 offload（长内容落盘、上下文仅留引用句柄）+ HITL 门禁 + 上下文联动闭环。 案例一：用户让 Agent 改一张核心表的 ETL——1200 多行的长 SQL。Agent 读完原文、开始输出，写到一半"偷懒 ...