@artiom_2011aa

photoMD · tier B

ARTEM╰‿╯4IK · 356 followers · 2026-07-11 15:25 · 20 images

https://www.tiktok.com/@artiom_2011aa/video/7661291880587742471

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eagle · fetched 2026-07-26 08:28 · 5.3 MB downloaded · 20 images

plays

783

likes

35

comments

0

shares

15

Topic

economy_businessconf 0.80neutral

Fixed taxonomy enforced as a schema enum. Prose instructions did not hold, and label drift makes week-over-week comparison meaningless.

Entities

bulgaria

Keyphrases

#bulgaria

gpt-4.1-nano · prompt v4 · $0.000095 · 2026-07-26 18:34

Caption

Author-written, as posted.

#bulgaria🇧🇬

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.

Nocommission EXCHANGE 4 ZeGISN N4 gupetliaekithg Va 5

m5-vision · 0 chars · 0 frames

Hashtags

#bulgaria