Estudos
04 de set. de 2026
The window polisher: polishing transcripts without leaving room for hallucination
The new stage in my transcription pipeline uses Gemini TEXT over 120s windows — no audio, cheap and fast. What keeps the model from making things up isn't a polite prompt: it's a numeric ±35% character invariant per window, with retry and flag when the math doesn't close.
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