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Produce a sourced research document with parallel agents

Grok coordinated 16 specialized agents that searched and parsed 896 sources, debated and peer reviewed, and delivered a complete research document in one minute.

Time saved
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Setup time
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Running cost
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Cost range
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Use case overview

Grok coordinated 16 specialized agents that searched and parsed 896 sources, debated and peer reviewed, and delivered a complete research document in one minute.

Reported experience

  1. What they did

    Grok 4.20 Heavy coordinated a team of 16 specialized Grok 4.20 agents. The agents searched and parsed 896 sources, then ran a real-time internal debate that included peer review and consensus building. The finished research document was delivered to the user after one minute.

  2. How it went

    It produced a complete sourced research document in one minute.

Example prompts

Try with Grok Bot
Produce a thoroughly sourced research document on [topic or question] for [audience]. Split the work across several parallel agents to search and read sources, have them challenge each other's findings, then merge everything into one document with citations and a short executive summary. Stop when the document is complete and tell me how many sources you used and which claims are weakest.
Research & Knowledge

Analyze 170k LLM logs overnight

A user left a Gemini agent running overnight to analyze 170k LLM logs with the llm CLI and a free model, and it finished the job despite limits.

Gemini