Analysts were spending hours getting to confidence.
Deep research is slow because the hard part is not one search. It is deciding what is relevant, extracting what matters, finding gaps, and following those gaps until the answer is complete.
Infodrops needed to behave like a patient analyst: explore, score, extract, follow up, and return a useful brief instead of a pile of links.

