@leeoxiang: A real-time decision-making model for audio and video—there are so many possible use cases. We put together a few demos to give everyone a feel for them. This will usher in a wave of VoiceAgent and embodied AI applications. https://realtime-omni.dot.cc

X AI KOLs Following Models

Summary

Introduces an online demo site for clef-omni, a real-time audio-video decision-making model. Through eight interactive experiments, the site displays the model’s understanding of audio-video inputs, its decisions, and associated probabilities in real time. The author believes this will help bring VoiceAgent and embodied intelligence applications into practice.

Real-time decision-making models for audio and video have so many applications. We put together a few demos to give everyone a feel for them. This will usher in a wave of real-world VoiceAgent and embodied AI applications. https://t.co/7ej4lb6dEK https://t.co/ZEpVAuowoh
Original Article
View Cached Full Text

Cached at: 10/11/26, 11:07 AM

A real-time decision-making model for audio and video—the possibilities are so varied that we put together a few scenario demos to give everyone a feel for it.

This will bring a wave of VoiceAgent and embodied AI applications into real-world use.

https://t.co/7ej4lb6dEK https://t.co/ZEpVAuowoh


Audio and Video Real-Time Decision Lab · Try the Decision-Making Model

Source: https://realtime-omni.dot.cc/ AUDIO. VISION. REAL-TIME DECISIONS.

Understand audio and video, decide what to do next in real time.

From conversational turns to visual judgments, observe how clef-omni understands input and chooses actions. Eight interactive experiments show every decision and probability in real time.

One model·Eight online experiences·Real-time probabilities and results

Similar Articles

@AISuperDomain: Real-time voice agents are moving from "demo toys" to truly usable, and LiveKit Agents is arguably one of the most complete open-source frameworks. It doesn't just chain STT, LLM, and TTS; it also directly provides: • WebRTC real-time audio/video • Inbound and outbound phone calls • …

X AI KOLs Timeline

LiveKit Agents is an open-source real-time voice agent framework supporting WebRTC, telephony integration, semantic turn detection, MCP tool calling, and multi-agent handoff, helping developers quickly build real-time voice applications such as AI customer service and phone bots.

@ycombinator: Tune in:

X AI KOLs Following

Koval is a simulation and observability platform for voice agents, helping enterprises scale voice applications safely. Founder Brooke Hopkins shared the potential of voice as a natural interface for AI, as well as the architectural similarities between voice AI and autonomous driving.

Open d1: Edge decision models for text, vision, and audio (6 minute read)

TLDR AI

Liquid AI 发布了 d1 决策模型家族的两款开放权重模型 d1-3B 和 d1-omni-600M,支持文本、视觉和音频模态,通过单次前向传递直接输出答案,在 Decision Index 上超越同规模模型并可在 NVIDIA Jetson 边缘设备上实现实时推理。