@cristofor.13

videoMD · tier B

CRISTOFOR✅ · 92,092 followers · 2026-03-17 16:44 · 25s

No local media for this post.

This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

plays

367,686

likes

7,784

comments

926

3,438

Topic

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

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

#biometric #germany🇩🇪 #europa #lucru #ofertedemunca

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

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

No OCR result for this post.

Hashtags

#germany#lucru#europa#ofertedemunca#biometric