Start with the actual material
Repeated captures of the same video were treated as one source. The research was organised around three questions: what is interesting about AI, what it means for organisations and what it means for individuals. That gave the work boundaries before it began.
A source is not automatically proof
The collection mixes interviews, demonstrations, commentary and forecasts. A claim appearing in a transcript means the speaker made it. It does not establish that the claim is true. Figures, quotations and company claims need checking against their original evidence before publication.
The useful handover
The research inventory connects its themes to source videos and makes its verification limits explicit. That lets the author revisit an argument rather than inherit an unattributed summary. The judgement lies in deciding what is worth carrying forward.
Try a smaller version
Choose three sources about a question you already understand. Ask an AI to separate observed findings, interpretation and prediction. Then open the originals and inspect the distinctions yourself. Record one useful connection and one claim that needs more work.
A mention below means that a point was present in the folder corpus; it does not mean the claim has been independently verified.Research inventory
Source note
Project research inventory, “YouTube transcript AI interest mine”. Counts describe that saved corpus, not a continuously updated feed.
Documented corpus review. The linked reading collections are a separate, selected set of primary sources.