iCloud Drive 的体验相比 Dropbox 还是差了一截,说几个点:
- 上传中的文件,不能对它进行 Remove Download,只能等它下载完成。
- 对文件夹执行 Remove Download,只能应用于已经上传完成的文件,Dropbox 里如果设置为 Online-Only,会在文件上传完成后,自动清零本地文件。
- 空间释放比较慢,要等全部同步完才会释放 remove downloaded 的文件所占用的空间。
- 缺少一个能够查看全局正在上传/下载的文件列表,以及手动调控上传/下载优先级的能力。
本地化这块,看起来是 DeepSeek > ChatGPT > Gemini。
问了下「杭州拔鱼刺去哪家医院?」,DeepSeek 最详细(勾选上 Search),ChatGPT 其次,Gemini 直接漏掉了最合适的选项。



想让 Copilot 写一个 reply 的效果,就是类似 twitter 的 reply,有一根竖线连接两个头像,结果换了 Sonnet 4 和 GPT-5 都实现不了,前后花了 1 个多小时,指令拆得再细,反馈给得再精确,就是不行。AI 在一些需要 Creative 的地方,还是差了些意思。
vibe coding is generally applied in two main ways, IMO, the latter is preferred for now (and at least within the next 3 years) if you want to deliver high-quality products.
- "Pure" vibe coding: In its most exploratory form, a user might fully trust the AI's output to work as intended. As Karpathy framed it, this is akin to "forgetting that the code even exists," making it best suited for rapid ideation or what he called "throwaway weekend projects," where speed is the primary goal.
- Responsible AI-assisted development: This is the practical and professional application of the concept. In this model, AI tools act as a powerful collaborator or "pair programmer." The user guides the AI but then reviews, tests, and understands the code it generates, taking full ownership of the final product.









