https://www.hansking.cn/blog A posts created with Next.js and Tailwind.css en-us admin@hansking.cn (HANS) admin@hansking.cn (HANS) Sun, 20 Jul 2025 10:00:00 GMT https://www.hansking.cn/blog/2026/Agent-shi-bai-mo-shi-xun-huan-huan-jue-gong-ju-wu-yong-yu-shi-kong https://www.hansking.cn/blog/2026/Agent-shi-bai-mo-shi-xun-huan-huan-jue-gong-ju-wu-yong-yu-shi-kong [{"value":"Agent 失败模式：循环、幻觉、工具误用与失控","url":"#agent-失败模式循环幻觉工具误用与失控","depth":1},{"value":"一、无限循环：任务在动，结果不动","url":"#一无限循环任务在动结果不动","depth":2},{"value":"二、状态漂移：模型记住的和系统发生的不是一回事","url":"#二状态漂移模型记住的和系统发生的不是一回事","depth":2},{"value":"三、幻觉参数：工具调用合法，含义却是假的","url":"#三幻觉参数工具调用合法含义却是假的","depth":2},{"value":"四、工具误用：模型选择了错误能力","url":"#四工具误用模型选择了错误能力","depth":2},{"value":"五、权限越界：最不能靠 Prompt 解决","url":"#五权限越界最不能靠-prompt-解决","depth":2},{"value":"六、无止境重试：把故障放大成事故","url":"#六无止境重试把故障放大成事故","depth":2},{"value":"七、计划漂移：目标在执行中悄悄改变","url":"#七计划漂移目标在执行中悄悄改变","depth":2},{"value":"八、如何设计止损机制","url":"#八如何设计止损机制","depth":2},{"value":"九、把失败变成可观察事件","url":"#九把失败变成可观察事件","depth":2},{"value":"十、用故障注入测试 Agent","url":"#十用故障注入测试-agent","depth":2},{"value":"总结：失控不是模型突然变坏，而是边界没有落地","url":"#总结失控不是模型突然变坏而是边界没有落地","depth":2}] Sun, 20 Jul 2025 10:00:00 GMT admin@hansking.cn (HANS) AILLMAgent可靠性安全工程