@brncolider

photoMD · tier C

brn colider on top · 228 followers · 2026-06-20 12:31 · 1 images

eagle · fetched 2026-07-26 08:28 · 83.6 KB downloaded · 1 images

plays

426

likes

comments

Topic

educationconf 0.90neutral

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

Entities

nea invățat tata

Keyphrases

Ce ne învață 1000 de școlinu ne învață mai mult decât nea invățat tata

gpt-4.1-nano · prompt v4 · $0.000102 · 2026-07-26 18:16

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.

Ce ne învață 1000 de școli nu ne învață mai mult decât nea invățat tata

m5-vision · 71 chars · 1 frames