Every episode, indexed by meaning, and answered only from what was actually said.
Transcribe every broadcast
18 shows, every episode from #1 to #18, across 38 files: 25 YouTube uploads and 13 live X broadcasts, deduped down to the show. 66 hours, 68,525 lines.
Cut into overlapping passages
3,107 windows. They overlap, so an answer that straddles a boundary is still findable.
Index by meaning, not keywords
Each passage becomes a 1,024-dimension vector, so "why is eth done" finds it even if nobody said those words.
Index the rare words exactly
19,449 names and numbers matched literally. "54 million" barely moves a vector, but it is the question.
Narrow to what actually answers it
Both routes feed 12 candidates into a reranker, which keeps the 6 that genuinely bear on the question.
Answer from those six passages only
Claude writes the answer and cites the timestamp of the line it used: the second you can click.
If it wasn't said on the show, it says so.
No outside knowledge. An answer with no citation is never posted. The timestamp is the part you can check.