Research Reader/ VIDEO CATALOG

Provisional discovery catalog

The source index,
before the articles.

Search all 410 video records by title, channel, or candidate terms. A keyword can be incidental or misheard; tags have not been reviewed as topic assignments.

This is not 410 full articles. The catalog publishes metadata, candidate keywords, and links to source timestamps—not transcript excerpts. The reader currently has one sample synthesis: Claude Code + DeepSeek. The rest of the topic articles still need evidence screening and writing.

Results include partial word matches, ranked by how many query words appear. Click a keyword to open its source moment when an exact match was found.

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Videos

Each record has up to 15 automatically extracted terms from its transcript. These are discovery candidates, not editorial keywords or proof that a video is about the term.

    Draft taxonomy · not canonical

    Provisional topic map

    Eight umbrella families and 27 legacy topic-page labels are organized as review suggestions. No video has a reviewed canonical topic assignment in this catalog pass.

    27 legacy topic pages and their suggested parents
      Overlap clusters that still need review
        Limits and unresolved mapping notes