Synthetic Users: If, When, and How to Use AI-Generated “Research”

Synthetic users are fake users generated by AI. While there may be a few use cases for them, user research needs real users.


This content originally appeared on NN/g latest articles and announcements and was authored by Maria Rosala, Kate Moran

Summary: Synthetic users are fake users generated by AI. While there may be a few use cases for them, user research needs real users.



Of the new AI-based tools flooding the landscape of user and product research, few have caused as much debate as AI-generated users — also known as “synthetic users”.

TL;DR

What Are Synthetic Users?

A synthetic user is an AI-generated profile that attempts to mimic a user group, providing artificial research findings produced without studying real users. A synthetic user will express simulated thoughts, needs, and experiences.

A synthetic user is based on large language models (LLMs) that have been trained on vast amounts of data about people.



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This content originally appeared on NN/g latest articles and announcements and was authored by Maria Rosala, Kate Moran


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APA

Maria Rosala, Kate Moran | Sciencx (2024-06-21T17:00:00+00:00) Synthetic Users: If, When, and How to Use AI-Generated “Research”. Retrieved from https://www.scien.cx/2024/06/21/synthetic-users-if-when-and-how-to-use-ai-generated-research/

MLA
" » Synthetic Users: If, When, and How to Use AI-Generated “Research”." Maria Rosala, Kate Moran | Sciencx - Friday June 21, 2024, https://www.scien.cx/2024/06/21/synthetic-users-if-when-and-how-to-use-ai-generated-research/
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Maria Rosala, Kate Moran | Sciencx - » Synthetic Users: If, When, and How to Use AI-Generated “Research”. [Internet]. [Accessed ]. Available from: https://www.scien.cx/2024/06/21/synthetic-users-if-when-and-how-to-use-ai-generated-research/
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" » Synthetic Users: If, When, and How to Use AI-Generated “Research”." Maria Rosala, Kate Moran | Sciencx - Accessed . https://www.scien.cx/2024/06/21/synthetic-users-if-when-and-how-to-use-ai-generated-research/
IEEE
" » Synthetic Users: If, When, and How to Use AI-Generated “Research”." Maria Rosala, Kate Moran | Sciencx [Online]. Available: https://www.scien.cx/2024/06/21/synthetic-users-if-when-and-how-to-use-ai-generated-research/. [Accessed: ]
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» Synthetic Users: If, When, and How to Use AI-Generated “Research” | Maria Rosala, Kate Moran | Sciencx | https://www.scien.cx/2024/06/21/synthetic-users-if-when-and-how-to-use-ai-generated-research/ |

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