QOC DAO -- Stepwise Development Towards an AI Driven Decentralized Autonomous Organization

Marc Jansen, Christophe Verdot
11/10/2025
cs.CRcs.CYcs.MA

No confident code implementation found for this paper. 2 possible matches can be shown below.

Abstract

This paper introduces a structured approach to improving decision making in Decentralized Autonomous Organizations (DAO) through the integration of the Question-Option-Criteria (QOC) model and AI agents. We outline a stepwise governance framework that evolves from human led evaluations to fully autonomous, AI-driven processes. By decomposing decisions into weighted, criterion based evaluations, the QOC model enhances transparency, fairness, and explainability in DAO voting. We demonstrate how large language models (LLMs) and stakeholder aligned AI agents can support or automate evaluations, while statistical safeguards help detect manipulation. The proposed framework lays the foundation for scalable and trustworthy governance in the Web3 ecosystem.

View on arXivView PDF

Code Implementations

No confident code match yet

We couldn't find an author-owned or strongly-evidenced community implementation for this paper. 2 weaker matches are hidden by default — verify before relying on them.

No code implementations found yet.

Know of an implementation? Let us know in the comments below!

Similar Papers

Rational Decision-Making Agent with Internalized Utility Judgment

84% match1 repo82023

AI-Augmented CI/CD Pipelines: From Code Commit to Production with Autonomous Decisions

83% match2025

PartnerMAS: An LLM Hierarchical Multi-Agent Framework for Business Partner Selection on High-Dimensional Features

82% match2025

Multi-Stakeholder Alignment in LLM-Powered Collaborative AI Systems: A Multi-Agent Framework for Intelligent Tutoring

82% match2025

AgentCDM: Enhancing Multi-Agent Collaborative Decision-Making via ACH-Inspired Structured Reasoning

82% match2025

Toward Adaptive Categories: Dimensional Governance for Agentic AI

81% match2025

Cite this paper

@article{jansen2025stepwise,
  title  = {QOC DAO -- Stepwise Development Towards an AI Driven Decentralized Autonomous Organization},
  author = {Marc Jansen and Christophe Verdot},
  year   = {2025},
  eprint = {2511.08641},
  archivePrefix = {arXiv},
  url    = {http://arxiv.org/abs/2511.08641v1}
}

Add a badge to your README

Shows whether official code is linked for this paper.

Code of Paper badge
[![Code of Paper](https://codeofpaper.com/badge/2511.08641.svg)](https://codeofpaper.com/paper/2511.08641)

Discussion