@mcs_

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MCS · 3,478 followers · 2025-11-18 14:10 · 17s

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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.

Lotus emira first edition #moldova #chisinaumoldova🇲🇩 #lotus #lotusemira comp @Nick 👽 #n1ck_shots_comp

Speech (ASR)

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

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Hashtags

#moldova#chisinaumoldova#lotus#lotusemira#n1ck_shots_comp