@kos.__009

photoMD · tier B

kos.__009 · 97 followers · 2026-07-20 13:38 · 1 images

eagle · fetched 2026-07-26 08:28 · 222.6 KB downloaded · 1 images

plays

502

likes

comments

Topic

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

Entities

moldova

Keyphrases

viraltiktokstiu_ca_nu_o_sa__ajunga_pe_foryoucitatemotivationaleNu-ti face grijia fost greu dar am reușit

gpt-4.1-nano · prompt v4 · $0.000116 · 2026-07-26 18:41

Caption

Author-written, as posted.

#viraltiktok #stiu_ca_nu_o_sa__ajunga_pe_foryou #moldova🇲🇩 #citatemotivationale #❤️

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.

OA-ES 8a-rP SOT-18 08-e2 aa ((18,0) Nu-ti face griji, într-ozio sã stăm si împreună și o spunem: "a fost greu dar am reușit"

m5-vision · 124 chars · 1 frames

Hashtags

#moldova#viraltiktok#stiu_ca_nu_o_sa__ajunga_pe_foryou#citatemotivationale