We wanted a scenario where, say, 5 well-placed border points could efficiently represent an area with 5,000 internal points and 10,000 road edges. This would reduce those 10,000 edges to just 5*4/2 = 10 shortcuts for routing through that cluster at a high level – an incredible 1:1000 point ratio and a 30x reduction in edges to consider for the high-level path!
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。，更多细节参见体育直播
Meanwhile, Lenovo borrowed one aspect of Framework's modularity by including the ability to swap ports on the fly. During my demo, the company showed off modules featuring USB-C, USB-A and HDMI connectors, though I was told there are a ton of additional possibilities for those who might need things like a proper Ethernet jack or additional ports for audio.，这一点在safew官方版本下载中也有详细论述
也是在这样的春节里，我第一次听闻亲戚们对我有意见。