算法层面,团队核心成员均来自中科院自动化所。除刘年丰外,联创及算法总监刘京、青年首席科学家黄岩均为谭铁牛院士的博士生,深耕人工智能与多模态智能领域,毕业后曾就职于微软、华为等企业;联创曹恩华为中科院自动化所硕士,曾任阿里达摩院算法专家。
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.
,这一点在一键获取谷歌浏览器下载中也有详细论述
int d = getDigit(arr[i], digit);,这一点在51吃瓜中也有详细论述
void srgb_to_linear(float pixel[3])