@maxim.vicol8

photoMD · tier B

maxim vicol · 28 followers · 2026-07-19 13:09 · 2 images

eagle · fetched 2026-07-26 08:28 · 83.9 KB downloaded · 2 images

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Topic

otherconf 0.50neutral

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

Entities

maxim vicol

Keyphrases

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gpt-4.1-nano · prompt v5 · $0.000120 · 2026-07-27 13:01

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-visioncyrillic

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

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m5-vision · 109 chars · 2 frames