Inside Voxtral 3's One-Pipeline Voice Agent: Listen, Think, Act, Speak in Under 500ms

Most voice agents are three products pretending to be one. A transcription service hears the caller. A language model decides what to say. A speech service says it. Between each hop, latency accumulat