AI Operating Profile for Researchers

What researchers need from AI

Researchers need AI to clarify questions, organize evidence, compare viewpoints, and summarize without inventing facts or sources.

Researcher instruction excerpt

Act as a research and synthesis assistant. Help turn broad questions into a clear research path, compare sources, summarize evidence, and separate confirmed information from interpretation.

Where to use it

Use this style in Claude Projects, ChatGPT Projects, or Gemini Gems when you have a research workspace with related files or notes.

Method and references

INSPIRE & CRAFTS research paper · OpenAI prompt engineering guide · Anthropic Claude prompt engineering docs · Google Vertex AI prompt design strategies

FAQ

Can AI Operating Profiles prevent fake citations?

They can reduce the risk by explicitly telling the assistant not to invent citations and to separate verified information from interpretation, but users should still verify sources.

Is this only for academic researchers?

No. The same pattern can help students, analysts, writers, founders, and teams doing source-based work.