A real run on 2026-10-11. Asked for Mu Li's words on the Transformer paper's writing, and the minute: web search pointed at the start of his 87-minute video; OmniSeek transcribed all of it and found the line at 1:21:51.
Web search finds pages about a podcast. Your agent finds the quote, and the minute it was said.
Web search finds English pages. Your agent also reads the Chinese threads, and answers in English.
Web search finds a list of papers. Your agent finds the map: what is foundational, what is new.