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.
一文讀懂特朗普最新關稅措施：他宣佈的最新全球關稅將如何運作？2026年2月22日
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Further, OpenAI will now notify authorities if it detects “imminent and credible” threats in ChatGPT conversations, even if the user doesn’t reveal “a target, means, and timing of planned violence.” O’Leary explained that if the new rules had been in effect when the shooter’s account was banned in 2025, the company would have notified the police. OpenAI will also establish a point of contact for Canadian law enforcement so it can quickly share information with authorities when needed.
Сейчас в городе закрыты школы, разрушены многие больницы. Экстренные службы занимаются восстановлением города.