Interfaces to Support Exploration and Control of Generative Models

In February 2024, Google gave their conversational AI, Gemini, access to an image generation tool. In an attempt to make it “work well for everyone” [6], Google designed this integration to generate a range of people representing diverse backgrounds. Unfortunately, this had unintended consequences, such as a user asking for an image of “Founding Fathers of the United States”, and the system generating racially diverse people for this category which was famously homogeneous [8].

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Published
2024-09-02
DOI
https://doi.org/10.1109/vl/hcc60511.2024.00058
Primary Topic
Simulation Techniques and Applications
Type
article
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article

Interfaces to Support Exploration and Control of Generative Models

Gregory Croisdale
Simulation Techniques and Applications
article

Interfaces to Support Exploration and Control of Generative Models

Gregory Croisdale
article en

Abstract

In February 2024, Google gave their conversational AI, Gemini, access to an image generation tool. In an attempt to make it “work well for everyone” [6], Google designed this integration to generate a range of people representing diverse backgrounds. Unfortunately, this had unintended consequences, such as a user asking for an image of “Founding Fathers of the United States”, and the system generating racially diverse people for this category which was famously homogeneous [8].

University of Michigan (US)
Openalex Percentile: Top 78%
Simulation Techniques and Applications
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Interfaces to Support Exploration and Control of Generative Models — Gregory Croisdale · (2024) | TGRS Research Map | TGRS