FAQ

How does this relate to similar efforts?

Several research and policy areas work towards similar aims: building AI systems that serve the public interest and governance systems that can work better for people in a rapidly changing world. In particular:

Our work overlaps with all these, but with a particular focus on institutional design (how are decisions made?), with the practical goal of navigating the governance challenges posed by AI and ensuring that what happens in society stays broadly aligned with a democratic notion of the public interest in the long term.

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References

  1. A Roadmap to Pluralistic Alignment
    Taylor Sorensen, Jared Moore, Jillian Fisher, and others, 2024. arXiv.
  2. White Paper on Public AI
    Felix Sieker, Alek Tarkowski, Lea Gimpel, and Cailean Osborne, 2024. undefined.
  3. Full-Stack Alignment: Co-Aligning AI and Institutions with Thick Models of Value
    Joe Edelman and others, 2025. arXiv.
  4. The Participatory Turn in AI Design: Theoretical Foundations and the Current State of Practice
    Fernando Delgado, Stephen Yang, Michael Madaio, and Qian Yang, 2023. ACM EAAMO.
  5. Power to the People? Opportunities and Challenges for Participatory AI
    Abeba Birhane and others, 2022. EAAMO.

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This work is licensed under the MIT License.

Citation

In academic contexts, please cite this work using a citation similar to the following.

AI & Democracy Foundation. 2026. "How does this relate to similar efforts?." AI & Democracy Foundation. https://ai-democracy.org/relation-to-similar-efforts/

Here is the BibTeX entry.

@article{relation-to-similar-efforts2026,
  author = {AI {\&} Democracy Foundation},
  title = {How does this relate to similar efforts?},
  journal = {AI \& Democracy Foundation},
  year = {2026},
  url = {https://ai-democracy.org/relation-to-similar-efforts/}
}