Nowadays, with language models and AI, this is no longer a problem. They are now more accurate than humans — not just at transcription , but also summarization and translation . In digital deliberations , people expect real‑time captions and transcripts — and not just that, but real‑time summarization, topical clustering and analysis — almost like a group selfie , so people can see where they are across ideological camps.

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