公安机关不得因违反治安管理行为人的陈述、申辩而加重其处罚。
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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不过高增长的另一面，高退货率、价格争议、AI能力等问题也逐渐显现。
«С Белоруссией у нас очень хорошие отношения, и мне очень нравится их лидер [Александр Лукашенко]», — сказал журналистам Трамп.
Half of the platform's top-trending videos now more closely resemble traditional TV, including long-form interviews and game shows, positioning it as a direct competitor to ad-supported TV services.