He says the findings are a reminder that while the effects of global warming can be slow at times, there are moments of dramatic change.
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.，推荐阅读safew官方版本下载获取更多信息
Mental health chat encouraged at coffee mornings，更多细节参见爱思助手下载最新版本
陆逸轩：并不是某一件具体的事情，而是情绪每天都在变化。重新参赛一开始只是一个想法，但当它变成现实，尤其是5月份公布名单的时候，一切就完全不一样了。之前只有身边家人、朋友知道，但当全世界都知道你要参赛时，那种心理状态是完全不同的，我必须真正为这一刻做好准备。但比赛过程中的压力和困难，其实是无法预先准备的。我很难用语言准确描述，除非你真的在现场，陪我经历了那一切。光是一次次重新走上华沙爱乐大厅的舞台，就需要巨大的勇气，尤其是第三轮之前。随着轮次推进，压力会不断累积，早期阶段你还会觉得自己有一些空间，不一定非要达到最好的状态，但越往后，每一轮对最终结果的影响越大，淘汰的可能性也越大。压力在第三轮前达到了一个几乎难以承受的程度。很多人都给了我建议，但最终的决定只能我来作。因为没有任何一个人可以百分之百地了解我所有的考虑，以及我当下真实的心理状态。最后要什么、不想要什么，只能由自己来承担和决定。