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Introduction to Library Research

Generative AI in search tools

AI-powered search uses advanced technologies like machine learning and natural language processing to make searching online faster and more personalized. Tools like ChatGPT are examples of a generative AI chatbot, which can create text, answer questions, and summarize information.

Now, traditional search engines like Google and Bing are adding generative AI features (Gemini and Copilot) to better understand your questions. New tools like Perplexity AI are also emerging, offering even more ways to search for information. You may also find that library databases are also increasingly adding generative AI tools. 

Risks and Limitations

While AI tools can be helpful, they also raise some important concerns of accuracy and ethics.

Hallucinations (False Information)

Generative AI can sometimes make up facts or give wrong answers that sound convincing.

Example: It might say a historical figure was born in the wrong year or cite a study that doesn't exist.

What to do: Always check the sources the AI tool provides. Look up the original article and verify the information.

 Bias

Generative AI can reflect the biases in the data it was trained on and the algorithms used to train it.

Example: Generative AI might prioritize Western sources when summarizing global history topics.

What to do: Use multiple search tools and search terms. Always disclose your AI use, whether for coursework or publication.

Privacy

Your data might be collected, stored, or used in ways you don’t expect.

Example: You share sensitive information with the chatbot which is stored for training purposes. This data could be leaked through a data breach.

What to do: Avoid sharing personal information (like your name, student ID, or location) and disable model learning if you have the option. You can also use a VPN to help anonymize your connection. 

Copyright and Plagiarism

Generative AI may reuse or remix content without proper credit to the original creators. This can lead to unintentional plagiarism.

Example: You use generative AI to create song lyrics in the style of Taylor Swift, but you do not disclose use or provide credit. This could be considered plagiarism.

What to do: It's not recommended that you copy and paste AI generated-text in your paper. If you are using AI-generated text in your work, disclose your use of the tool and follow citation guidelines.

Environment

Running large AI models uses a lot of energy and can impact the environment.

Example: You use ChatGPT to create an email that requires additional energy and water to cool the servers. 

What to do: Be thoughtful about when and how often you use AI tools, especially for simple tasks you could do another way.

Key Takeaways

  • Always check the sources AI gives you and verify the information.
  • Use AI to explore ideas, not to write your final paper.
  • Be aware of what data you’re sharing and be mindful of how and when you use AI tools.
  • Always disclose your AI use, whether for coursework or publication.

Disclosure for Students

At the University of Florida, students are encouraged to use AI tools responsibly and transparently to maintain academic integrity. When utilizing AI for assignments, research, or any academic work, students should clearly disclose their use of AI technologies. This includes specifying which AI tools were used and how they contributed to the final submission. Additionally, students should adhere to any specific guidelines provided by their instructors or departments regarding AI use.

Citing AI

When citing AI within your writing/publication, consult the relevant citation guidelines:

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