OpenAI ships GPT-Live-1 in the API; voice agent developer says it matches months of his harness work

pbbakkum · x · 2026-09-11

OpenAI's dev account announced GPT-Live-1 is now available in the API, bringing ChatGPT-style natural back-and-forth voice agents that listen while they speak, working with the models and harness you choose.

Quoting the launch, developer muratcan offered a rare production perspective: after three months building duplex voice agents (thousands of lines of harness and experiments), he tried GPT-Live-1 and recognized behaviors his team spent weeks making reliable. He details why duplex voice is brutally hard — conversational timing, orchestration, acoustic turn-taking, micro-interruptions, prosody, generalized noise — and notes that beautifully crafted voice demos abound while production deployments are nearly impossible to find; his own agents' conversions keep climbing as reliability improves.

Related event: OpenAI launches GPT-Live-1 speech model on API with full-duplex conversation(38 posts)→

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