# or use the vocab.txt from the HF files page
每轮从未排序部分找到最小元素，放到已排序部分末尾
，详情可参考旺商聊官方下载
The main lesson I learnt from working on these projects is that agents work best when you have approximate knowledge of many things with enough domain expertise to know what should and should not work. Opus 4.5 is good enough to let me finally do side projects where I know precisely what I want but not necessarily how to implement it. These specific projects aren’t the Next Big Thing™ that justifies the existence of an industry taking billions of dollars in venture capital, but they make my life better and since they are open-sourced, hopefully they make someone else’s life better. However, I still wanted to push agents to do more impactful things in an area that might be more worth it.
1980年代中，Maggie姐还是铜锣湾第一夜总会一名普通的带位员。香港经济起飞时，每晚夜总会里的VIP房总是爆满，迟来的客人只能坐在最不受欢迎的大厅里。Maggie姐靠着伶牙俐齿，把客人安排得很是妥帖。不到一年时间，经理找到她，问她愿不愿意当妈咪。
该公司表示：“将Anthropic认定为供应链风险将是一项前所未有的行动——这种认定历来只针对美国的敌手，此前从未公开适用于任何美国公司。”