Imposing AI: Deceptive design patterns against sustainability

August 12, 2025 Β· Declared Dead Β· πŸ› arXiv.org

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Authors AnaΓ«lle Beignon, Thomas Thibault, Nolwenn Maudet arXiv ID 2508.08672 Category cs.HC: Human-Computer Interaction Cross-listed cs.AI Citations 0 Venue arXiv.org Last Checked 5 months ago
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.
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