Transfer filter: what carries across languages

A 5-beat faceless video outline for “Transfer filter: what carries across languages” in the Language learning systems niche, derived from caption timing of 2 reference videos.

Angles

Beat-by-beat structure

  1. Hook (0:00–0:30): A polyglot's claim: each language gets easier.
  2. Beat 1: Transferable: methods, habits, listening skill.
  3. Beat 2: Partly transferable: vocabulary in related languages.
  4. Beat 3: Not transferable: sounds and grammar quirks.
  5. Close: Recap. Original narration only.

Method

yt-dlp VTT captions (uploader-provided, not auto/ASR) → timed beat heuristics → editorial topic synthesis. Structure only; write original narration.