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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。

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Real-mode programs freely execute CLI and STI to control interrupts, PUSHF and POPF to manipulate flags, INT n for DOS and BIOS calls, and IN/OUT for hardware I/O. In normal protected mode, these instructions are privilege-checked -- they execute normally if the caller has sufficient privilege, and fault otherwise. The 386 can't simply let V86 tasks execute them freely -- a DOS program disabling interrupts would bring down the whole system -- but trapping on every INT 21h call would make V86 impractically slow.