10 Common issues while using generative AI

 

This chapter covers

  • Hallucination, bias, and copyright
  • Guidelines for using generative AI
  • Crediting the sources

Your data story is now ready. However, before disseminating it to your audience, you should reflect on the possible issues associated with using generative AI. We will not discuss the technical details of these issues, but the concepts described will help you complete your overall understanding of generative AI. For more details, you are encouraged to read some of the detailed books on the topic—some of which are listed in the references of this chapter.

In the first part of this chapter, we’ll focus on hallucinations, bias, and copyright. Next, we will focus on the guidelines for using generative AI. Finally, we’ll see how to correctly credit the sources, including data sources and generative AI. Before disseminating the story, let’s start with the first point: hallucination, bias, and copyright.

10.1 Hallucination, bias, and copyright

 

10.1.1 AI hallucinations

 
 

10.1.2 Bias

 
 
 
 

10.1.3 Copyright

 
 

10.2 Guidelines for using generative AI

 
 
 

10.3 Crediting the sources

 
 
 
 

10.3.1 Under the title or subtitle

 
 
 

10.3.2 Under the main chart

 
 

10.3.3 Under the next steps

 
 
 

10.3.4 Sideways

 

10.3.5 Implementing credits in Altair

 
 
 

Summary

 
 

References

 
 
 

Generative AI issues

 
 
 

Ethics and AI

 
 
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