From Perception to Action: Can UI Interventions Foster Sustainable LLM Chatbot
LLM-powered chatbots are increasingly embedded in everyday workflows, raising sustainability concerns due to their energy use. Most mitigation strategies emphasize model or infrastructure efficiency, while the user-interface (UI) layer remains underexplored despite its potential to shape interaction behavior. We investigate whether sustainability-oriented UI interventions can increase users' energy awareness and encourage more energy-responsible chatbot use without reducing usability. We first conducted a baseline survey with 77 participants to assess awareness and receptiveness to intervention concepts. Guided by prior work on persuasive technology and choice architecture, we implemented...
| Authors | Nitish Patkar, Pooja Rani, Jack Glässer et al. |
|---|---|
| Primary category | cs.SE |
| Published | 9 June 2026 |
| Last updated at source | 9 June 2026 |
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