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Andi Partovi

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#artificial intelligence Preprint Sep 2026

VAmoS Part Deux: Harder, More Realistic Voice-Agent Simulation

VAmoS Energy, a benchmark that combines challenges in 100 calls about utility billing and payment assistance, is introduced, showing why voice agents need evaluation across the whole call, including what they say, what they change, and how they handle competing speech.

Joshua Meyer, S. Shayegan, Ritiz Tambi et al. · 0 citations
Jul 2026

VAmoS Bench: Voice Agent Simulation Bench

Production voice agents span cascaded, speech-to-speech, and hybrid architectures. Voice-agent benchmarks typically measure component quality and conversational properties such as word error rate, latency, naturalness, and turn-taking. Fewer measure whether the agent handled a phone call correctly on its own. Contact c...

Joshua Meyer, S. Shayegan, Ritiz Tambi et al. · 2 citations

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