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@sergei.efert

photoMD · tier B

Sergei Efert · 51 followers · 2026-07-07 06:24 · 1 images

https://www.tiktok.com/@sergei.efert/video/7659668216997858578
Image 1 of 1

eagle · fetched 2026-07-26 08:28 · 15.8 KB downloaded · 1 images

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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.

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

Ran, produced no text.