@bwmm5turing

photoMD · tier A

kayo t2 · 1,716 followers · 2026-07-16 09:53 · 2 images

eagle · fetched 2026-07-26 08:28 · 45.1 KB downloaded · 2 images

plays

834

likes

comments

Topic

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

Entities

Finiy Greșeala

Keyphrases

Finiy Greșeala meaiartă-măte iert

gpt-4.1-nano · prompt v4 · $0.000101 · 2026-07-26 18:13

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.

Finiy Greșeala mea? | iartă-mă e ultima oară promit ok... te iert

m5-vision · 65 chars · 2 frames