During development I encountered a caveat: Opus 4.5 can’t test or view a terminal output, especially one with unusual functional requirements. But despite being blind, it knew enough about the ratatui terminal framework to implement whatever UI changes I asked. There were a large number of UI bugs that likely were caused by Opus’s inability to create test cases, namely failures to account for scroll offsets resulting in incorrect click locations. As someone who spent 5 years as a black box Software QA Engineer who was unable to review the underlying code, this situation was my specialty. I put my QA skills to work by messing around with miditui, told Opus any errors with occasionally a screenshot, and it was able to fix them easily. I do not believe that these bugs are inherently due to LLM agents being better or worse than humans as humans are most definitely capable of making the same mistakes. Even though I myself am adept at finding the bugs and offering solutions, I don’t believe that I would inherently avoid causing similar bugs were I to code such an interactive app without AI assistance: QA brain is different from software engineering brain.
听闻一桩事：某人在网上对他人点名道姓批骂，之前还有所克制，后来见人没有回应，他胆子壮大了，连篇累牍，捏造事实，什么话伤人，就拣什么话来骂。没想到，人家一纸诉状给告了，某人便急了，急忙去求情，请人宽容：大人不记小人过。那模样，全然没有了当初网骂的嚣张气焰。
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OpenAI周五发布的声明称，亚马逊、英伟达和软银在该轮融资中分别投资了500亿美元、300亿美元和300亿美元。这笔投资使OpenAI的估值达到7300亿美元(未计入投资前)，相较于其10月份在二级融资中的5000亿美元估值，实现了大幅增长。OpenAI表示，随着本轮融资的推进，预计其他投资者也将加入。（证券时报），推荐阅读下载安装 谷歌浏览器 开启极速安全的 上网之旅。获取更多信息
Trump says Netflix will ‘pay the consequences’ if it doesn’t fire Susan Rice。快连下载安装对此有专业解读