当前，大模型正快速向具备自主规划能力的「智能体（Agent）」方向演进，AI 需要频繁回顾动辄数万字的上下文，导致系统性能的制约因素已从「算力不足」转变为「数据传输太慢」。
Oracle cofounder and chairman Larry Ellison. His son, David Ellison, is CEO and controlling owner of Paramount Skydance.Photograph: Anna Moneymaker/Getty Images，推荐阅读旺商聊官方下载获取更多信息
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"We don't know where they go, but they disappear for about 10 days, and then they'll come back again. And without the CCTV, we never knew that."。关于这个话题，heLLoword翻译官方下载提供了深入分析
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!