大模型是目前智能体大脑的最优选择，因为大模型的万亿参数压缩了人类积累的海量知识，拥有强大的模式识别和生成能力，是处理包括语言在内的多种非结构化数据的万能接口，拥有不错的泛化能力构成处理各类任务的基础。而以OpenAI o1/DeepSeek R1为代表的新一代推理模型为智能体的发展进一步助推：加强的推理能力带来更强的任务分解和规划，更好地自检和纠错，也令智能体对工具的使用可以更加准确。
当下智能体的能力边界刚刚过去的2025年被不少AI从业者和科技媒体称作“智能体元年”。这个观察是较为准确的，得益于以下几个条件的成熟，过去一年左右的智能体发展进入快车道：
，这一点在搜狗输入法2026中也有详细论述
Ambient's Dreamie offers many of the conveniences of a smartphone-connected device — highly customizable alarm schedules, a library of soundscapes and noise masks, Bluetooth so you can connect earbuds and podcasts (soon). But it is phone-free every step of the way, with all controls and features built-in so you don't end up getting sucked into a doomscroll while you're trying to wind down. It also has a light ring for ambient lighting modes and sunrise wakeups. This spring, it's expected to start providing sleep insights as well for users who opt-in, using its microphone and motion sensors to get a reading on their nightly habits.
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