// Stateful transform — a generator that wraps the source
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!
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Ahead of Unpacked, the ZDNET team spent time with both phones to get a sense of their unique strengths and weaknesses. If you're split between the two, here are the key buying reasons for each, along with our choice if we had to pick one.
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Ледники на юге Исландии。业内人士推荐同城约会作为进阶阅读
The foundation of any sustainable strategy is creating content with AIO in mind from the beginning rather than retrofitting optimization after publication. This doesn't mean abandoning your audience's needs to serve AI algorithms—it means recognizing that content optimized for AI models is typically also better for human readers because both value clarity, structure, accuracy, and comprehensiveness.