Not allowing the agent to access the Internet, nor any other compiler source code, was certainly the right call. Less understandable is the almost-zero steering principle, but this is coherent with a certain kind of experiment, if the goal was showcasing the completely autonomous writing of a large project. Yet, we all know how this is not how coding agents are used in practice, most of the time. Who uses coding agents extensively knows very well how, even never touching the code, a few hits here and there completely changes the quality of the result.
在这场 AI 硬件的寒武纪大爆发中，苹果看似反应迟钝，也确实在大模型、AI 落地上表现不太让人满意，可如果这套阳谋最终跑通，Eddy Cue 当年的那句豪言，或许真的需要微调几个字，才能跟上苹果的野心：
Obviously an API scraper and data viewer alone do not justify an OPUS 4.5 CHANGES EVERYTHING declaration on social media, but it’s enough to be less cynical and more optimistic about agentic coding. It’s an invitation to continue creating more difficult tasks for Opus 4.5 to solve. From this point going forward, I will also switch to the terminal Claude Code, since my pipeline is simple enough and doesn’t warrant a UI or other shenanigans.。关于这个话题，雷电模拟器官方版本下载提供了深入分析
The platform, which says it has 200 million monthly users, initially planned to roll out global age verification measures by defaulting users into a version of Discord created for people under 16 years old until their age was verified.。业内人士推荐51吃瓜作为进阶阅读
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谁能在这场比拼中脱颖而出，定义ACH下一代治疗标准？值得整个行业期待。