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.