@protect.alfa

videoMD · tier dormant

PROTECT ALFA · 1,641 followers · 2026-01-07 11:28 · 6s

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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.

Polon Alfa WIRELESS DETECTORS FIRE SYSTEMS #tiktok #md #moldova #fire #wireless

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

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Hashtags

#tiktok#moldova#md#fire#wireless