🦢 TL;DR: nails the timing of listening, speaking and interrupting, but task completion still lags. Tencent unveils an omni interaction model unifying speech, video and agentic execution. Title: Omni Interaction Agent Technical Report (Gander) URL: 📌 Highlights 🧠 Cerebellum-Brain design: real-time control layer + Claude/Codex-powered reasoning layer 🎙 Streams audio/video in 1-second chunks, no external VAD needed ✅ 100% turn-taking accuracy vs GPT-Realtime's 96% ⚠️ Task completion (Pass@1) only 0.400, below GPT-Realtime's 0.600 🔀 Feeding transcribed text straight to the Brain lifts Pass@1 to 0.520 🌐 Fusing audio+video boosts Daily-Omni by +19.13pt over single-modality 📦 Weights, training code and eval harness planned for release The honest takeaway: nailing conversational timing and nailing task accuracy are still two separate problems. #MultimodalAI# #VoiceAgents#

🔥🔥Meet reSpeaker Clip — an Open Wearable AI Recorder built for real-world conversations. 🎙️ Clip it. Wear it. Capture it. Build with it. But it’s more than a recorder. 🔓 Open SDK & Firmware 🎙️ Dual-Mic Audio Capture 📡 Wi-Fi 6 + Bluetooth 5.3 💾 2GB Onboard Storage From voice agents and meeting assistants to smart retail and sales intelligence, reSpeaker Clip puts an open AI voice interface right on you. 🛒 reSpeaker Clip: #SeeedStudio# #reSpeakerClip# #AINote# #reSpeaker# #wearable# #MicrophoneArray# #Nordic# #VoiceAI# #SoundAI# #EdgeAI# #VoiceInterface# #AIRecorder# #VoiceAgent# #AIAgent# #AIPendant# #AINecklace# #OpenWearableAIRecorder# #TheAIHardwarePartner#

Your voice agent works in the demo. The question is what happens when a real caller introduces complexities that you didn’t test for. 𝗩𝗮𝗽𝗶 𝗦𝗶𝗺𝘂𝗹𝗮𝘁𝗶𝗼𝗻𝘀 𝗶𝘀 𝗹𝗶𝘃𝗲. Build, test, iterate, and monitor in one platform: Native to Vapi, with full context of your agents: → AI testers with personalities + scenarios modeled on your real callers → tool mocks for failure paths you can't produce on demand → explainable pass/fail results with full transcripts Know your agent works before your customer finds out it doesn't. Read the blog:

Grok Voice Agents are the fastest, most intelligent voice agents on the market. The Grok Voice Agent API ranks #1# on Big Bench Audio, the leading audio reasoning benchmark. Grok is nearly 5 times faster than the closest competitor. @ArtificialAnlys

Shipped: tighter voice model validation + two reliability fixes. • Voice agent models now enforced at session start • Signaling service fails fast instead of running on a dead DB handle • Fixed duplicate audio at session startup Build with it →

Haggle: An autonomous voice agent that calls service providers for you, using smart negotiation tactics to secure the best deals. @badvisioncenter @carsonyang_ @nikhilmvinod @AravindV24 @evantakahashi

How do you improve a voice agent that’s already live? @VivintHome shows the loop at @Dreamforce: → Monitor the agent across conversations → Drill into the exact session behind an alert → Replay the call + inspect reasoning and latency → Use what you learn to shape the next iteration That’s Agentforce Observability