@gicu.ambroci

photoMD · tier C

Gicu Ambroci · 2,676 followers · 2025-12-01 20:48 · 5 images

eagle · fetched 2026-07-26 08:28 · 2.9 MB downloaded · 5 images

plays

4,915

likes

214

comments

Topic

economy_businessconf 0.60neutralcommercial

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

Entities

@4 УМЦС

Keyphrases

8€иЗТ€#иимяййца

gpt-4.1-nano · prompt v5 · $0.000121 · 2026-07-27 05:06

Caption

Author-written, as posted.

No caption. True for 83.6% of the corpus.

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)

easyocrcyrillic

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

@4 УМЦС 8€ (иЗТ€ #иимяййца 8€ ' яигтиоттши 'ш 5шит Ш&дП иито ~~!@Й ЛРМЦ( 0080Щ? "СГ -

rtx4090-24-01 · 85 chars · 2 frames