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  3. Fostering Collaboration for Constructive Participation: An AI‑Supported Reflection Space for a Swiss Renewable Energy Infrastructure Project Fostering Collaboration for Constructive Participation: An AI‑Supported Reflection Space for a Swiss Renewable Energy Infrastructure Project

Fostering Collaboration for Constructive Participation: An AI‑Supported Reflection Space for a Swiss Renewable Energy Infrastructure Project

Renewable energy infrastructure projects often face strong local resistance, driven by emotional dynamics. This pilot project explores how an AI-supported reflection space can support more constructive participation in renewable energy projects.

Brief information

Status:

Ongoing

Period:

01.02.2026 - 31.07.2026

Overview

The expansion of renewable energy infrastructure is essential for climate mitigation but frequently encounters local resistance and contested participation processes, particularly in the context of emerging fast-track permitting and planning procedures intended to accelerate the energy transition. Research increasingly shows that additional factual information alone rarely resolves such conflicts, as attitudes toward projects are shaped by emotions, perceived injustices, narratives, and imageries circulating in public and social media. Existing digital tools in public participation mainly focus on processing information and arguments within formal procedures. This pilot project explores a different approach: the use of AI-supported reflection spaces prior to formal participation processes. The study develops and tests a source-bound chatbot designed to accompany individual reflection in the context of a renewable energy infrastructure project in Switzerland. Rather than primarily providing additional information, the chatbot invites users to explore their own perceptions, emotions, and intuitive responses to the project. The aim is to create a low-threshold space in which individuals can reflect on their reactions and assumptions before entering public deliberation. The prototype is evaluated through a mixed-methods design combining pre- and post-use surveys with qualitative interviews with affected citizens and stakeholders. This design examines how such reflection spaces may influence the readiness for constructive participation in climate-related infrastructure decisions.

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Facts

Type of project

Forschung

Internal organisations involved
  • CC Regional Economy (IBR RO)
  • Applied AI Research Lab (AAI)
Funding
  • Andere interne Finanzierung
UN Sustainable Development Goals
Among other things, this project contributes to the attainment of the following UN Sustainable Development Goals (SDGs):
  • SDG 10: Reduced Inequalitites
    SDG 10: Reduced Inequalitites Reduce inequality within and among countries
  • SDG 13: Climate Action
    Take urgent action to combat climate change and its impacts
  • SDG 15: Life on Land
    Protect, restore and promote sustainable use of terrestrial ecosystems, sustainably manage forests, combat desertification, and halt and reverse land degradation and halt biodiversity loss
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Persons involved: internal

Project manager
  • Elke Kellner
Member of project team
  • Raffaele Amplo

Publications

  • Report/working paper (2)

    • Kellner, Elke (2026). Rethinking participatory processes: Hypnosystemic approaches for fast and just sustainability transformations (Bericht).

    • Kellner, Elke & Z'Rotz, Jana (2025). Fast-track procedures for infrastructure and resource projects to accelerate energy transition (Bericht).

Brief information

Status:

Ongoing

Period:

02/01/2026 - 07/31/2026

Project Head

Dr. Elke Kellner

Lecturer

+41 41 228 41 70

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