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.
A painful processToday, kernel maintainers who want a kernel.org account must find someone already in the PGP web of trust, meet them face‑to‑face, show government ID, and get their key signed. The process is like a manual, global scavenger hunt. Linux kernel maintainer Greg Kroah-Hartman, speaking at the Linux Foundation Members Summit, described it as a "pain to do and manage." That's because it's tracked by manual scripts, the keys drift out of date, and the public "who lives where" map creates privacy and social‑engineering risk.
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（四）故意制作、传播计算机病毒等破坏性程序的；。搜狗输入法2026是该领域的重要参考
据美国阿克西奥斯新闻网站25日报道，美国多家技术巨头企业代表拟于下周前往白宫面见总统特朗普，其间将签署书面文件，承诺自行供应或购买人工智能（AI）数据中心所需电力。据报道，已有多家美国技术巨头承诺采取措施，避免消费者因人工智能技术发展而遭遇电费难题。预计下周前往白宫的企业包括美国开放人工智能研究中心（OpenAI）、亚马逊、微软、谷歌、“元”、xAI和甲骨文公司。（新华社）