How we built a realtime system for responsive voice AI in six months

Openai··Submitted by Mads Kristian Nylund
AI DevelopmentAI ToolsAI Infrastructure

GPT‑Live is a third-generation voice system that eliminates the need for a turn detector, enabling full-duplex conversations with low latency. It uses a stateful inference architecture to maintain context and handle continuous inference, ensuring sub-second responsiveness. The system supports asynchronous delegation, dynamic context compaction, and efficient media routing, allowing it to consult frontier models like GPT‑5.5 without interrupting the conversation.

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