Summarise
The record of each video of the week, checked against the transcript; the synthesis; the arguments.
- 1Our local language model reads the whole transcript of the video.
- 2It writes the record: title, summary, claims made, in French and in English.
- 3Each record is checked against the transcript before publication.
- 4The week’s records give the synthesis of the day and of the week.
A record for each recent video
Videos published since 26 September 2026 and transcribed within seven days of publication receive an automatic summary, written from the transcript by an open language model (Gemma 4 31B). It gives a descriptive title, four to six sentences on the content and the main claims made. Each claim is assigned to one of fifteen topics from a list specific to the summaries (security and justice, health, international affairs…), separate from the nine themes of the classifiers. The summaries of each day and of the week are then combined into syntheses by topic.
The instructions require a neutral register and the attribution of every claim to its author. They forbid any addition from outside the transcript and any judgement. The list of people named only keeps those on the predefined list who appear in the transcript. A summary that seems to name a person who is not on the predefined list, such as a private individual, is withheld. Summaries are not reviewed by a person: they indicate what was said but may contain errors of detail. Older videos, and videos transcribed more than seven days after publication, are not summarised.