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The Big Picture of Researching and Analyzing with AI

AI Navigate Original / 5/16/2026

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Key Points

  • Key: draw the line of what AI does vs what humans verify
  • 4 stages: question design, gathering, organize/analyze, verify/conclude
  • Tools: general AI, search-specialized, material-specialized, agents
  • Don't use sourceless claims; humans own conclusions

The Big Picture of Researching and Analyzing with AI

The key to using AI in research is drawing the line of "what to have AI do and what humans verify." Get this wrong and you decide based on plausible lies.

The 4 Research Stages and AI's Role

  1. Question design: decompose a vague request into "questions to answer" (AI is good at this)

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The Big Picture of Researching and Analyzing with AI | AI Navigate