o4-mini-deep-research is a focused researcher — it methodically gathers and synthesizes information across many sources before producing a response, trading speed for thoroughness. It excels at tasks requiring broad information gathering, citation tracking, and structured summaries, but isn't suited for quick back-and-forth exchanges. Think of it as the colleague who disappears for a while and comes back with a well-sourced report.