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How a Voice Agent Learns the Rhythm of Conversation – Shawn Wen

Why it matters

PolyAI CTO Shawn Wen explains why voice agents face challenges that text agents do not, including turn-taking, latency, noisy call data, and evaluating conversational quality. He describes an audio-native model that predicts when to take a turn before replying, and discusses enterprise control of agent harnesses and whether agent behaviour belongs in the harness or the model weights.

Discuss: For an AI voice agent, should turn-taking and other behaviour be built into the model weights or handled by an enterprise-controlled harness?

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Watch: https://www.youtube.com/watch?v=VoAPg8Fj6-c

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