What are the risks of using synthetic text generated by Generative AI in research publications

Question

Can you tell me What the risks are of using synthetic text generated by Generative AI in research publications?

Answer 1

Using synthetic text in research publications can lead to issues such as plagiarism, lack of originality, misleading conclusions, and biases introduced by the model, potentially undermining the credibility and reliability of the research. You can refer to the following code snippet:

In the above code, we are using the following:

• Plagiarism Risk: AI-generated text may inadvertently mirror existing research, leading to plagiarism concerns.
• Bias and Misinformation: Models may introduce biases or generate misleading information that harms research quality.
• Lack of Transparency: It is difficult to verify the accuracy of AI-generated content, leading to potential credibility issues.
• Ethical Concerns: Using synthetic text without disclosure can mislead readers regarding the authenticity of research work.\

Hence, by referring to above, you can know the risks of using synthetic text generated by Generative AI in research publications