@nikkkk_59

photoMD · tier A

vaneayxzz · 1,225 followers · 2026-07-23 10:58 · 1 images

eagle · fetched 2026-07-26 08:28 · 75.9 KB downloaded · 1 images

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comments

Topic

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

Keyphrases

stayupbrowhoever's trying to bring you downstay up

gpt-4.1-nano · prompt v4 · $0.000098 · 2026-07-26 18:21

Caption

Author-written, as posted.

#stayupbro

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.

whoever's trying to bring you down is already beneath you. stay up.

m5-vision · 67 chars · 1 frames

Hashtags

#stayupbro