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LLMs & Reasoning

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Voice Agent Reasoning

Voice Agent Reasoning

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The decision-making layer of a voice agent — interpreting intent, choosing actions, and planning multi-step responses.

The decision-making layer of a voice agent — interpreting intent, choosing actions, and planning multi-step responses.

Why it matters

Reasoning failures — wrong tool, wrong step, wrong conclusion — are subtler than speech failures and need scenario-based testing to surface.

Related — LLMs & Reasoning