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.
高溢价的“生态游戏”与无限下沉的“白菜狂欢”巨头描绘着生态闭环的宏大蓝图时，AI硬件市场却呈现出一种分裂的繁荣：
，这一点在搜狗输入法2026中也有详细论述
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班德自稱是克林頓卸任後角色的「主要設計者」，並表示自己在「克林頓全球倡議」的創立與發展過程中扮演關鍵角色。他後來共同創辦了一家顧問公司，去年估值23億美元。