首先，大模型本身无法主动感知，只能对输入被动响应。智能体需要用外部感知组件来主动获取环境信息。对于数字世界的任务，通过智能体工程可以建立基于时间的触发器，定期检查日志、邮件、股价变动等；或基于事件的订阅、监听，接收API推送的事件通知，或当数据库发生变更时自动唤醒记录数据。在物理世界中，智能体还可以通过传感器、摄像头、麦克风等设备采集视觉、听觉、触觉等信号。
Audio: 16kHz mono WAV (16-bit PCM or 32-bit float)，这一点在91视频中也有详细论述
在这场 AI 硬件的寒武纪大爆发中，苹果看似反应迟钝，也确实在大模型、AI 落地上表现不太让人满意，可如果这套阳谋最终跑通，Eddy Cue 当年的那句豪言，或许真的需要微调几个字，才能跟上苹果的野心：，这一点在im钱包官方下载中也有详细论述
Медведев вышел в финал турнира в Дубае17:59
Increasing the Artemis launch cadenceA major change is the decision to treat Artemis III as a practice mission in Earth orbit rather than a landing attempt. That mission will let astronauts and engineers test how the Orion spaceship and the landers find each other, fly together, and possibly dock. It will also allow crews to start checking life‑support systems and other hardware inside the landers before sending them all the way to the lunar surface. Officials said they may even try limited tests of the new moonwalking suits in weightlessness, if schedules allow.