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Scientific Research and Communication — AI Tools for Research

Developing Communication Competencies for STEM Students

AI Tools for Academic Research and Writing

New tools are constantly emerging from LLMs (Large Language Models) that use generative AI to produce new analysis, text, or to answer questions.  Below I have listed some AI tools that are especially developed to aid with scholarly research.  Please note that listing these tools does not imply that I encourage or endorse them. I have listed the UConn Compliance rules with regards to AI in the next section of this page.  Please be aware of the risks and consequences of uploading information to AI tools with regards to either:

  • sensitive or confidential information (DO NOT under any circumstance upload sensitive, confidential, or proprietary information to these tools)
  • copyright infringement (many publishers/journals/authors prohibit the uploading of articles or their writing to LLMs)
  • data ownership policies (read the fine print)
  • AI hallucinations. An AI hallucination is incorrect or misleading information generated by an AI model. AI tools can hallucinate references, resources, and links. They can make up references that look legitimate, but are false or do not exist.  Do not blindly trust references given by chat prompt LLM AI tools like Chat GPT. You must verify the references given by a LLM against a legitimate library academic database citation.  

That being said, we now live in the era of ubiquitous AI. Many of these tools developed specifically for researchers can be very useful.  Best practices with regards to using AI include acknowledgement of the use of an AI tool in your work, citation, and checking for errors,

Make sure you A.C.E. your use of these tools by:

  • Acknowledging that you used a LLM AI tool in your research or assignment
  • Citing the tool in your bibliography or list of Works Cited
  • Evaluating for errors: check for errors in references; is the information given by the AI tool true? Does it add value?

This list was created by and is maintained by STEM librarian Renée Walsh. Renée created the acronym A.C.E. as a pedagogical mnemonic device. It can be reused and remixed by attribution under a CC-BY Open Commons license.

Remember to Acknowledge, Cite, and Evaluate! A.C.E.

Are you interested in professional development about generative AI from UConn?  Please see the link below to UConn CETL workshops as well as a link to the UConn BEACON AI club.

Compliance with UConn and AI Usage

According to the UConn Office of Compliance:

UConn has two AI services available to employees – Microsoft 365 Copilot and Microsoft 365 Copilot Chat. These two services are employees' safest data privacy options when using an online AI tool.  Both are fully secure under UConn's agreement with Microsoft, which means they are safe to use with UConn's data. As long as you are signed in with your UConn credentials, your prompts, the information retrieved, and the responses generated are not used to train the underlying AI models.

Alternative AI tools like ChatGPT should not be used in your work at UConn. Any protected or confidential information shared with these AI tools would be used to train the underlying AI models and publicly available. The public disclosure of UConn-protected or confidential information would be in violation of UConn policy. 

 

Which UConn Policies Apply to AI Use?

Data Classification Policy

If housed in the cloud, protected and confidential data is required to be stored only on information systems managed or contracted by the University. Sharing information with other online systems (e.g., opensource cloud solutions, free software-as-a-service offerings, etc.) is not permitted.

 

FERPA Policy

 

University officials may not disclose FERPA-protected student information through any means including AI tools. We may only share student information with a contracted vendor when the vendor is performing a service or function on behalf of the University. 

AI Tools for Summarizing/Analyzing Research Paper Key Points

AI Tool for Analyzing Scientific Research Papers for Errors

AI Tools for Asking Questions and More!

AI Tool (Plug-In) for Math and Science calculations

Add a Wolfram topic as a plug-in to your Chat-GPT.  Here is a screen capture that shows the list of  plug-ins available by topic:

Search Scholarly Papers and Patents

AI Tool for Scientific Illustrations and Images

AI Tool for Mind Mapping

AI Tool Aggregator

AI Tools for Video Generation

New tools and apps for video generation are always emerging.  These are not necessarily for research purposes, but good to know about for information literacy purposes.  Here are some well known tools:

Computer Science Machine Learning Platforms

AI Benchmarking

What is A.I. benchmarking? Artificial intelligence benchmarking involves rating LLMs for errors and hallucinations, and comparing the rate of error to other LLMs.

AI Tools for Network Analysis/identifying Similar Papers/Researchers

AI Tool for Generating Outlines, Structuring Writing, or Notetaking

Learn more about NotebookLM by listening to the podcast linked below!

AI Tools for Systematic Reviews

AI Tools for Computer Programming Code Review

AI Tools for Computational Data Analysis or Data Visualizations

Other AI Chat Tools:

Tools for Text to Speech Conversion

AI Standards information

AI standards are an emerging topic, which is changing rapidly all the time.

AI Tools for Image Generation

New AI tools and apps for image generation are always emerging.  These are not necessarily for research purposes, but good to know about for information literacy purposes.  Here are some well known tools:

Are you not sure how to tell if an image is real or AI?  Try the test at the link below:

Not sure where an image is from? Try reverse image searching:

Blockchain Apps for Education

Books on AI and University Academics

Want to learn more about AI tools and academic research?

The university library research guides, webpages, and Open Access books listed below may be useful to you: