我在《把离线AI智能体装进口袋里》（The Dawn of Offline AI Agents in Your Pocket）一文中对此进行了详细阐述。但文章中的示例更像是Demo，而非生产解决方案。像 Gemma 3n 这样的模型虽然能够很好地处理函数调用，但它们体积过大：无法集成到应用程序包中，需要单独下载，即使在旗舰机型上推理速度也很慢。在低端设备上，它们根本无法运行。而较小的型号则经常出现故障，难以记住工具。
On the software front, the S25 launched with Android 15 and One UI 7, while the Galaxy S26 ships with a newer version of Samsung’s software out of the box. As usual, the older model is expected to receive updates over time, which may narrow the long-term software gap.，这一点在服务器推荐中也有详细论述
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Anthropic is somehow both too dangerous to allow and essential to national security