— Andrés (@Andrew_east) February 26, 2026
miditui#Create a music player in the terminal using Rust was another Rust stress test I gave to LLMs: command line terminals can’t play audio, right? Turns out, it can with the rodio crate. Given the success so far with Opus 4.5 I decided to make the tasks more difficult: terminals can play sound, but can it compose sound? So I asked Opus 4.5 to create a MIDI composer and playback DAW within a terminal, which worked. Adding features forced me to learn more about how MIDIs and SoundFonts actually work, so it was also educational!
。关于这个话题，heLLoword翻译官方下载提供了深入分析
热点追踪是媒体编辑一项非常重要的工作，我们在 MiniMax Agent 的专家社区里，也使用过多次热点追踪的专家。例如当我们要求它基于输入的「春晚被机器人刷屏」这个主题，去搜索最新消息和近期热门话题时；它最后能给我们一份完整详细的长文，但是不够个性化。
从目前 Expert 社区的使用热度来看，用户最先跑起来的，往往还是那些直接指向生产力的刚需场景，比如办公制作、内容搭建，以及金融与行业分析。
，这一点在51吃瓜中也有详细论述
Brand voice customization
本文译自「On-Device Function Calling with FunctionGemma」，原文链接medium.com/google-deve…，由Sasha Denisov发布于2025年12月29日。，更多细节参见同城约会