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Production pipeline around OpenAI gpt-4o-transcribe-diarize for long-form 2-speaker interviews. Cross-chunk speaker consistency · diarization hallucination fix · async GPT-5.5 domain-term correction. WER 6.05% / DER 4.28% on 2h26m benchmark. Beats raw OpenAI API by +11.5 Q.