@marie.talpa

videoMD · tier C

Marie | Profa de Mate · 28,752 followers · 2026-04-14 13:36 · 21s

https://www.tiktok.com/@marie.talpa/video/7628608371247074580

No local media for this post.

This post falls outside the fetch window; media covers 2026-06-25 onward. The stored CDN links expire after ~24h and cannot be used instead.

plays

1,436

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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.

Not tagged yet; the sweep is still running.

Caption

Author-written, as posted.

Te stresează examenul? Transformă stresul în claritate. Simulare reală + verificare imediată cu profesorii. 📅 25 aprilie - simulare examen clasa a 9-a 💬 Scrie „examen” și îți trimitem toate detaliile.

Speech (ASR)

faster-whisper large-v3-turbo behind Silero VAD, then a repetition filter.

Not transcribed yet.

On-screen text (OCR)

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

No OCR result for this post.