从语音智能体到 AI 数字人

核心内容

Alexander Smola 讨论从语音智能体到 AI 数字人的发展，关注交互形式与模型系统的变化。

介绍依据 · 发布标题 · 完整内容待核读

编辑导览，依据原始来源 ↗，整理于 2026-10-06。介绍只说明标题中的讨论议题，不据此判断讲者结论。

纯语音只是人机交互的过渡阶段，多模态系统最终将收敛到具备完整音视频感知的具身数字人；实现自然互动的关键在于协同解决 150 毫秒感知延迟、硬件制造瓶颈与降噪分离等全栈系统工程难题。

原话

2逐字核对过；核对了说话人和位置

I would argue that voice is an intermediate stepping stone. You might think, well, you know, what's next? It's clear that eventually we will have avatars. And so, I think what this is converging to is that you'll be talking to an AV agent that looks and feels like a human.

自动字幕 · 已核对Alexander Smola▶ 00:00:32

I think probably in a year audio will become pretty much bulletproof. uh video feeds as in avatars and so on are going to start making some appearances probably year year and a half. Uh we'll see that quite widely deployed on robots basically with a face fully animated.

自动字幕 · 已核对Alexander Smola▶ 00:05:00