@sorin_607

videoMD · tier A

🪫 · 2,734 followers · 2026-05-31 05:16 · 18s

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Topic

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

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Caption

Author-written, as posted.

#KAYOau110 #moto #fy #4000k #creatorsearchinsight

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

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Hashtags

#moto#fy#creatorsearchinsight#KayoAu110#4000k