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。
Oc says that Reddit is vulnerable to such coordinated influence operations, which can push content up or bury it quickly.
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The API deals exclusively with bytes (Uint8Array). Strings are UTF-8 encoded automatically. There's no "value stream" vs "byte stream" dichotomy. If you want to stream arbitrary JavaScript values, use async iterables directly. While the API uses Uint8Array, it treats chunks as opaque. There is no partial consumption, no BYOB patterns, no byte-level operations within the streaming machinery itself. Chunks go in, chunks come out, unchanged unless a transform explicitly modifies them.