@maladoi.19

photoMD · tier A

MAFIOT 🖤💀 · 257 followers · 2026-07-15 07:10 · 2 images

eagle · fetched 2026-07-26 08:28 · 158.3 KB downloaded · 2 images

plays

257

likes

comments

Topic

economy_businessconf 0.90neutralcommercial

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

Entities

chorey.zone

Keyphrases

Bu hayota pul emasVORZACONIO Malado

gpt-4.1-nano · prompt v4 · $0.000098 · 2026-07-26 18:42

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)

easyocr

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

Bu hayota pul emas - dos top chorey.zone | VORZACONIO Malado 19 ฿

rtx4090-24-02 · 64 chars · 2 frames