“今年的比赛一定会更激烈，有可能会有新的突破。”对于即将到来的机器人半马赛事，北京人形机器人创新中心CEO熊友军难掩兴奋与期待。上届冠军“具身天工”目前已完成全面升级，决策“大脑”与运动控制“小脑”的精度实现双重突破，可快速适配特种作业、工业制造、商用服务等多元场景需求。
# devtools = true # default
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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.