- 2 min readAsk what the moment needsVoice AI agents decide every few hundred ms: respond, wait, yield or escalate. Why most get it wrong, and what an audio-native decision model changes.
- 12 min readSpeculative tool calling: the next big thing in voice AITool calls are where voice agent latency goes. Speculative tool calling starts safe lookups while the caller is still talking, without changing behavior.
- 9 min readThe missing piece in the voice AI stack: decision modelsVoice AI stacks have great models for STT, LLM and TTS. The layer that decides when to speak is still a silence timer. Why it needs a decision model.