Fact-Checking Generative AI and Avoiding Plagiarism

Fact-Checking Generative AI and Avoiding Plagiarism

For a detailed understanding of Unity’s stance on the use of generative AI in your studies, please read through .

Does this sound familiar?聽

You鈥檙e chatting with a friend and they mention that they鈥檝e started using Generative AI like ChatGPT to help write their essays for school. It鈥檚 saving them a ton of time and improving their writing. A few days later, it鈥檚 Sunday night and you have a long academic report due. You are only halfway done writing it and you are worried you won鈥檛 finish on time 鈥 you are STRESSED.

You remember your friend鈥檚 experience using ChatGPT and you think maybe you could use it to help you write the final few paragraphs of your report. As you enter a simple prompt, you discover that ChatGPT is incredibly easy to use and you throw a few AI generated paragraphs at the end of your essay, then hit submit.

A week later, you receive your grade 鈥 it is disappointingly low and comes with a message from your instructor:聽

鈥淲hile we permit the use of generative AI in our courses, you are accountable for ensuring the accuracy of factual statements and citations produced by generative AI, because it may be inaccurate, or even false. Therefore, you should review and verify all such information prior to submitting any assignment. I saw some inaccuracies in your writing that you should have double-checked.鈥

Do’s and Don’ts

Why do we need to Fact-Check Generative Artificial Intelligence?

AI tools like ChatGPT can be powerful, but they aren鈥檛 perfect. Generative AI tools use patterns and are trained on algorithms that gather information from a range of sources like private and public data and vast amounts of internet text, but it doesn鈥檛 truly 鈥渒now鈥 facts or truth.

Sometimes AI can be wrong (and confidently so!)

Just like you wouldn鈥檛 trust information posted by a random person on social media without double-checking it, you shouldn鈥檛 blindly trust AI either.

IMPORTANT: Generative AI does not tell you when it is wrong. It can present false or misleading information as if it were true 鈥 without warning.

This is because: 

  • AI models are susceptible to the biases and inaccuracies present in the data they use.  
  • Sometimes AI scrambles to make up answers for prompts it does not understand or have knowledge of.

Examples of AI Inaccuracies:

  • Outdated Information 鈥 AI may not know about recent developments.
  • Oversimplified Explanations 鈥 Complex issues may be flattened or distorted.
  • Fabricated Facts 鈥 AI can make up 鈥減lausible-sounding鈥 answers to fill gaps.
  • Misinterpreted Data 鈥 It may get statistics or analysis wrong.
  • Bias and Generalizations 鈥 AI reflects biases from the internet and other sources.
  • Incorrect Math 鈥 Even basic calculations can be wrong.
  • Fake or Misquoted References 鈥 AI often makes up citations or quotes.
  • Fiction as Fact 鈥 AI can鈥檛 tell real from made-up content and may present both the same way.

It is up to you to assess the reliability of information provided in generative AI outputs!

Best Practices for Fact-Checking AI

Step 1: Verify with Reliable Sources

Always double-check AI-generated information using trusted academic and professional sources.

Consult Reputable Websites like official government (.gov), university (.edu), and major news (.org/.com) sites.

Use Academic Databaseslike JSTOR, PubMed, and Google Scholar (available through the 猫咪社区 Library).

Step 2: Cross-Reference Multiple Sources

Don鈥檛 rely on just one source. Cross-reference information from AI with at least two or three reliable sources to confirm the accuracy.

If multiple sources contradict the text provided by AI, trust and cite the real, verified sources.

Step 3: Evaluate the Relevance and Credibility

Assess the credibility of your sources by considering:

  • Is the author an expert in the field?
  • Is the publication peer-reviewed or from a reputable institution?
  • Does the source have a clear bias?
  • Is the information current and still relevant?

Steps for Avoiding Plagiarism with Generative AI

Step 1: Understand What Constitutes Plagiarism

Plagiarism is using someone else鈥檚 words or ideas without giving proper credit. This includes copying text verbatim, paraphrasing too closely, or using ideas without acknowledgment. Using AI to copy, paraphrase, or directly reproduce someone else’s work and presenting it as one’s own is a violation of the Unity DE program鈥檚 Honor Code

Step 2: Always Cite Your Sources

When you use AI-generated content, you must verify and cite the ideas within it just as you would for any other source. Generative AI is not a reliable or citable source by itself, so if AI gives you ideas, you must:

  • Verify them using real sources
  • Cite the original source, not the AI

Most assignments require you to use in-text citations to acknowledge the origin of ideas. It is your responsibility to include these citations and to verify their source and appropriateness.

Step 3: Beware of Fabricated or Inaccurate Citations from AI

Generative AI tools may 鈥渉allucinate鈥 sources. If you ask an AI tool to 鈥渁dd citations鈥 or 鈥済ive references鈥 for a topic, it might provide real-looking but completely fake citations, or real ones that don鈥檛 say what the AI claims they do. This is called citation fabrication or misattribution, and it鈥檚 a form of academic falsification.

Avoid this practice. Instead, follow this method:

  • Do your own research. Find your sources in databases like JSTOR, PubMed, Google Scholar, or other resources in the Unity library.
  • Keep source notes. Make a simple notes document where you track which ideas came from which sources.
  • Verify citations yourself. If AI suggests a source, check the original article or book before using or citing it.

Tip: If you can鈥檛 find the citation through a quick search in a library database or Google Scholar, it probably doesn鈥檛 exist.

Remember: Using a fake or incorrect citation (even by accident) is still your responsibility and can count as academic dishonesty.

Step 4: Use Plagiarism Detection Tools

Generative AI may include copied content from other sources. To avoid unintentional plagiarism:

  • Run your draft through a plagiarism checker like Grammarly or Copyscape.
    (Note: These tools are helpful but not foolproof.)
  • Review your own work carefully. If a fact, idea, or quote is included without a citation, find a source, or remove it.

Step 5: Keep Records of Your AI Interactions

It is a good practice to save transcripts of your AI chats. This information can help you track your use of AI and recognize successful and unsuccessful strategies based upon feedback provided by your instructor.

Tips: Be Skeptical and Curious!

  • Don鈥檛 just copy and paste!
  • Always question the information and dig deeper. 
  • Read and revise to ensure clarity and meaning.
  • If something looks or sounds off in an AI output, it probably is. 
  • You鈥檙e responsible for what you submit, no matter the tool you use.
  • Always verify. Always cite. Always check.

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