@nick.shots

videoMD · tier B

Nick 👽 · 13,881 followers · 2026-01-25 13:36 · 20s

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plays

4,807

likes

305

comments

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.

This video was made with AI, no one was injured, everything was done on a closed track. #m4 #g82 #competition #bmw @SolEk

Speech (ASR)

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

Not transcribed yet.

On-screen text (OCR)

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

No OCR result for this post.

Hashtags

#bmw#m4#G82#competition