他說：「這造成了進一步的法律和合約不確定性，使供應商和客戶在試圖確定最終責任歸屬時處於極為困難的情況——這是一個成本高昂且可能漫長的過程，可能需要數年才能解決。」
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.
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在元朗某茶餐廳的戶外餐桌上，30多歲的蔣小姐與丈夫阿豪用寵物嬰兒車帶著兩隻柴犬吃早餐。