@mandersoriginal

videoMD · tier C

Manders · 228 followers · 2026-01-01 07:45 · 19s

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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.

пик голдов в 2020! и так же потписовайтесь на @❄️tt:privatik+❄️ он меня сильно выручил #peek#gold#актив#so2#standoff

Speech (ASR)

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

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EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

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Hashtags

#gold#актив#standoff#so2#peek