@nick.shots

videoMD · tier B

Nick 👽 · 13,881 followers · 2026-01-09 14:10 · 11s

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

M3 F80 😂😮‍💨 #m3 #f80 #m4 #f82 #ragebait

Speech (ASR)

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

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On-screen text (OCR)

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

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Hashtags

#m3#m4#f82#ragebait#f80