Edition of October 26, 2026Use cases · with prompt · with sourcePTEN

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Profession · 7 cases

AI for researcher

Cases of researchers using AI to review literature, organize references, analyze data and write more clearly, with attention to invented citations.

Each case includes the original account with a link to the source, what worked, what went wrong and a prompt we wrote for you to adapt to your own situation. Replace what is in brackets with your own details and review the result before using it.

7 cases, 1 of them from Brazil, from newest to oldest. The tools that show up most in these accounts are Claude, SciSpace, and Claude in Chrome. The most common topics are education and study, programming, and productivity. Every case is checked by hand before it enters the directory.

The cases

7 cases

Illustrative photo: Industry sector01
Education and Study🇺🇸 United States

Agents search for new magnetic materials

A team of agents ran simulations and found candidates for room-temperature magnetic semiconductors.

ResearcherMaterials ScientistClaude
Blog · via agentusecases.aiSee prompt →
Illustrative photo: Education sector02
Education and Study🇩🇰 Denmark

Systematic literature review with an agent

A researcher showed an agent that creates PICO questions, screening criteria and a PRISMA diagram.

ResearcherGraduate StudentSciSpace
X · via agentusecases.aiSee prompt →
Illustrative photo: Public Sector sector03
Productivity🌐 International

Collecting three years of meeting minutes into text files

A W3C participant had the agent visit every minutes page from 2022 to 2024 and extract the exact text.

ResearcherClaude in Chrome
Forum · via agentusecases.aiSee prompt →
Illustrative photo: Services/Technology sector04
Programming🇦🇺 Australia

Lab tests an agent for a month: most tasks failed

Answer.AI gave Devin real tasks and documented that few of them worked out.

ResearcherDevin
Engineering Blog · via agentusecases.aiSee prompt →
Illustrative photo: Health sector05
Health🌐 International

A spreadsheet with the latest WHO data

Testers asked the agent for the World Health Organization's newest public data, organized into tabs.

ResearcherJournalistChatGPT Agent
Newsletter · via agentusecases.aiSee prompt →
Illustrative photo: Health sector06
Education and Study🌐 International

Pharmaceutical researcher finds protein structures with the browser

A plain-language request pulled up the three most recent GSK3B complexes in the Protein Data Bank.

ResearcherPerplexity Comet
Newsletter · via agentusecases.aiSee prompt →
Illustrative photo: Services/Technology sector07
Programming🇧🇷 Brazil

Asking AI for a specific algorithm for a research project

A developer skeptical of LLMs used Gemini to generate random quantum circuits in the QCOP project.

DeveloperResearcherGemini
TabnewsSee prompt →

Other topics

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