Imposing AI: Deceptive design patterns against sustainability

Generative AI is being massively deployed in digital services, at a scale that will result in significant environmental harm. We document how tech companies are transforming established user interfaces to impose AI use and show how and to what extent these strategies fit within established deceptive pattern categories. We identify two main design strategies that are implemented to impose AI use in both personal and professional contexts: imposing AI features in interfaces at the expense of existing non-AI features and promoting narratives about AI that make it harder to resist using it. We discuss opportunities for regulating the imposed adoption of AI features, which would inevitably lead to negative environmental effects.

Publication Details

Journal
SPIRE - Sciences Po Institutional REpository
Published
2025-06-01
Primary Topic
Ethics and Social Impacts of AI
Type
article
Field-Weighted Citation Impact
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article

Imposing AI: Deceptive design patterns against sustainability

SPIRE - Sciences Po Institutional REpository
Ethics and Social Impacts of AI
article

Imposing AI: Deceptive design patterns against sustainability

article en

Abstract

Generative AI is being massively deployed in digital services, at a scale that will result in significant environmental harm. We document how tech companies are transforming established user interfaces to impose AI use and show how and to what extent these strategies fit within established deceptive pattern categories. We identify two main design strategies that are implemented to impose AI use in both personal and professional contexts: imposing AI features in interfaces at the expense of existing non-AI features and promoting narratives about AI that make it harder to resist using it. We discuss opportunities for regulating the imposed adoption of AI features, which would inevitably lead to negative environmental effects.

SPIRE - Sciences Po Institutional REpository
Openalex Percentile: Top 37%
Ethics and Social Impacts of AI
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