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MONEY SOURCE-BACKED PRACTICAL

Inquesto Score: Protocol to Measure Voice Agent Reliability

The Inquesto Score (IS) protocol measures voice-agent reliability by calculating the percentage of calls that achieve the caller's goal without functional failure. This approach enables reproducible and interpretable evaluation of voice agents in critical workflows.

Source: arXiv · arxiv.org Published 2026-09-24T20:07:53+00:00 Detected 2026-09-28T05:21:15+00:00
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The Inquesto Score (IS) protocol measures voice-agent reliability by calculating the percentage of calls that achieve the caller's goal without functional failure. This approach enables reproducible and interpretable evaluation of voice agents in critical workflows.

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Voice agents are increasingly deployed in workflows where failed interactions can affect transactions, access, and other consequential outcomes, creating a need for reproducible and interpretable evaluation. We introduce Inquesto Score (IS), a protocol for measuring voice-agent reliability as the percentage of...

As voice agents are increasingly used in workflows with significant consequences, a standardized reliability metric helps ensure consistent performance and trustworthiness. The Inquesto Score provides a clear benchmark for assessing voice-agent effectiveness in real-world applications.

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Signal Strength 95% Technical label SOURCE-BACKED Public Interest 23 Category MONEY Reader Depth PRACTICAL

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Public Interest components
Recognizable Entity Score 0 Practical Impact Score 8 Novelty Interest Score 48 Consequence Score 18 Curiosity Score 48 Shareability Score 38

VQV surfaced this signal because it is recent, relevant to AI Voice, connected to arXiv.