Democratic AI is Possible. The Democracy Levels Framework Shows How It Might Work
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Abstract (arXiv)
This position paper argues that effectively "democratizing AI" requires democratic governance and alignment of AI, and that this is particularly valuable for decisions with systemic societal impacts. Initial steps -- such as Meta's Community Forums and Anthropic's Collective Constitutional AI -- have illustrated a promising direction, where democratic processes could be used to meaningfully improve public involvement and trust in critical decisions. To more concretely explore what increasingly democratic AI might look like, we provide a "Democracy Levels" framework and associated tools that: (i) define milestones toward meaningfully democratic AI, which is also crucial for substantively pluralistic, human-centered, participatory, and public-interest AI, (ii) can help guide organizations seeking to increase the legitimacy of their decisions on difficult AI governance and alignment questions, and (iii) support the evaluation of such efforts.
Key facts. Cited by 8 papers in the map (data through 14 Oct 2026). First posted on arXiv 14 Nov 2024.
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Citing papers per year: 2025: 2; 2026: 6.
8 papers.
- 2026Scaling Participation in Modular AI Systemscited by 2
- 2025Botender: Supporting Communities in Collaboratively Designing AI Agents through Case-Based Provocationscited by 1
- 2026Position: Align AI to Our Aspirations, Not Our Flawscited by 1
- 2025PolicyPad: Collaborative Prototyping of LLM Policiescited by 0
- 2026AI of the People, by the People, for the People: A Social Choice Approach to Collective Control of Artificial Intelligencecited by 0
- 2026AI Pluralism and the Worlds It Missescited by 0
- 2026An Investigation of the NeurIPS and ICML 2025 Position Trackscited by 0
- 2026From Certain Doom to Survival: Agent-Driven Self-Governance in LLM Agent Societiescited by 0
- 2026From Certain Doom to Survival: Agent-Driven Self-Governance in LLM Agent Societies18 Sep 2026
- 2026An Investigation of the NeurIPS and ICML 2025 Position Tracks6 Jul 2026
- 2026AI Pluralism and the Worlds It Misses15 Jun 2026
- 2026Position: Align AI to Our Aspirations, Not Our Flaws11 Jun 2026
- 2026Scaling Participation in Modular AI Systems5 Jun 2026
- 2026AI of the People, by the People, for the People: A Social Choice Approach to Collective Control of Artificial Intelligence14 Apr 2026
- 2025Botender: Supporting Communities in Collaboratively Designing AI Agents through Case-Based Provocations29 Sep 2025
- 2025PolicyPad: Collaborative Prototyping of LLM Policies24 Sep 2025
Similar, not cited
Close in wording, no citation either way
- 2025Democracy-in-Silico: Institutional Design as Alignment in AI-Governed Polities
- 2024Public Constitutional AI
- 2026Pluralism in AI Governance: Toward Sociotechnical Alignment and Normative Coherence ↗
- 2025The Right to AI
- 2025One Person, One Bot
- 2025Artificial Utopia: Simulation and Intelligent Agents for a Democratised Future
- 2024Aligning AI with Public Values: Deliberation and Decision-Making for Governing Multimodal LLMs in Political Video Analysis
- 2026Traceable, Enforceable, and Compensable Participation: A Participation Ledger for People-Centered AI Governance