正如前面提到，一个强大的 AI agent，强大之处从来不在于知道或者训练过正确答案，而是「在面对没见过的情况时能自主探索出解决路径」，可以理解为一种 0-shot 或 few-shot 实现 SOTA 效果的能力。
Марина Совина (ночной редактор)
But of course, like any immutable system, there are mutable parts (otherwise, we couldn’t create any configuration files). OSTree handles this with “overlays” (actually, we use OverlayFS) that allow a read-write filesystem to be layered on top of the immutable system. For example, the /etc and /var directories are writable, while the rest of the system is read-only.。关于这个话题，搜狗输入法2026提供了深入分析
AI models process language differently. They understand semantic meaning and context, not just keyword matching. When people query AI tools, they ask complete questions in conversational language: "What's the best WordPress hosting for SaaS applications?" rather than "WordPress hosting SaaS." Your content needs to answer these natural questions directly and comprehensively to appear in AI responses.，推荐阅读夫子获取更多信息
Second, identify your top five most important pieces of content—articles that address core topics for your audience or drive significant traffic currently. These become your initial optimization targets. Don't try to optimize everything at once. Focus on making these five pieces as strong as possible for AI citation.
The optimization treadmill，这一点在快连下载安装中也有详细论述