Federico Viticci 1/12/2026

How I Used Claude to Build a Transcription Bot that Learns From Its Mistakes

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The article explains a technical workflow for generating accurate video and podcast transcripts. It details using Apple's speech framework for initial transcription, then employing Claude AI skills to iteratively correct errors, learn from mistakes, and build a custom dictionary for automated improvements, moving beyond tools like Whisper.

How I Used Claude to Build a Transcription Bot that Learns From Its Mistakes

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