Separate Hearing From Reasoning
Use audio input in two stages: capture first, reasoning second.
In audio workflows, hearing accuracy and analytical accuracy are two different jobs. The move Audio tasks are usually two jobs: hearing correctly and reasoning correctly. When you separate transcription or diarization from analysis, you create a checkpoint where wording, speaker turns, and quoted language can be verified before they become recommendations or follow-up text. Why it works The answer quality improves because the model receives the right evidence in the right role. Instead of improvising over an incomplete text prompt, it can inspect, compare, extract, or transcribe against a defined standard. Common trap Do not add modalities for style. Add…
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