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Deep Research: Evolution of Agentic Research

DRAFT
Published: Jun 5, 2025
Punta Cana, Dominican Republic

Thomas at Fly wrote My AI Skeptic Friends Are All Nuts

I can feel my blood pressure rising thinking of all the bookkeeping and Googling and dependency drama of a new project. An LLM can be instructed to just figure all that shit out.

While LLMs can use tools like web search and MCP servers to search online for latest source code and docs, this process often involves deep research

Luckily, deep research already is a best practice including Gemini Deep Research (released on Dec 11 of last year), OpenAI Deep Research (released on Feb 2), Claude Research (released on Apr 15)