(作者为中国社会科学院学部委员、台湾史研究中心主任)
語言學習對長遠的大腦健康與幸福感有明顯益處,這點早已廣為人知,因此我對此從無遺憾。但我念了四年語言學位、花了無數時間在動詞變化、死背單字——這樣的學習方式是否已經過時了?
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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.,这一点在heLLoword翻译官方下载中也有详细论述
– Only modify the torn-paper interior areas.
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