Nava experiencing what she calls “pumpkin day” last October.
Claude Code worked for 20 or 30 minutes in total, and produced a Z80 emulator that was able to pass ZEXDOC and ZEXALL, in 1200 lines of very readable and well commented C code (1800 lines with comments and blank spaces). The agent was prompted zero times during the implementation, it acted absolutely alone. It never accessed the internet, and the process it used to implement the emulator was of continuous testing, interacting with the CP/M binaries implementing the ZEXDOC and ZEXALL, writing just the CP/M syscalls needed to produce the output on the screen. Multiple times it also used the Spectrum ROM and other binaries that were available, or binaries it created from scratch to see if the emulator was working correctly. In short: the implementation was performed in a very similar way to how a human programmer would do it, and not outputting a complete implementation from scratch “uncompressing” it from the weights. Instead, different classes of instructions were implemented incrementally, and there were bugs that were fixed via integration tests, debugging sessions, dumps, printf calls, and so forth.
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Demo 背后的提示词，我们也放在这里，方便大家复制到 Gemini 内使用。在我们的测试中，如果是将下面的英文提示词翻译成中文输入给模型，Nano Banana 的表现，会在文字的渲染上大打折扣。
豆包的操作界面非常简单，只提供了一个「篇幅」的选项。这样的设计对普通用户非常友好，不会被眼花缭乱的设置项弄得不知所措。