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@negru_23

photoMD · tier A

Negru · 3,404 followers · 2026-07-16 10:48 · 5 images

https://www.tiktok.com/@negru_23/video/7663075878808603925
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eagle · fetched 2026-07-26 08:28 · 1.3 MB downloaded · 5 images

plays
17,888
likes
400
comments
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Topic
vehiclesconf 0.90neutralcommercial
Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.
Entities
EVo 343
Keyphrases
km tripboost

gpt-4.1-nano · prompt v4 · $0.000097 · 2026-07-26 18:03

Caption
Author-written, as posted.

069659000

Speech (ASR)
faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Photo post: no audio track exists, so ASR never runs. OCR is the only channel.

On-screen text (OCR)
macos-vision
EasyOCR for Latin script, macOS Vision for Cyrillic-suspect frames.

EVo 343 4.999€ @T MD IEV 343 | 1224 84 knnvh 3520 " km trip 199640 2295,5 @ [ ND ? 1/2 1/1 boost

m5-vision · 87 chars · 2 frames