[Proposal] Dynamic Autonomous Matrix (DAM) for the Sanctum DAO

Recently, @fplee posted on X that there will be an AMA about Futarchy: x.com

“We are going to do an AMA with @metanallok from @MetaDAOProject on whether Sanctum should adopt futarchy very soon!”

It made me think. And here is where it took me.

Summary

This proposal outlines the creation and implementation of a Dynamic Autonomous Matrix (DAM) for the Sanctum DAO, a hybrid governance model designed to balance community-driven decision-making with advanced technological tools. The DAM incorporates Futarchy (20%), an AI Board (20%), and the DAO (60%), fostering a fair, data-driven, and participatory approach to governance.


Goals and Objectives

  1. Strengthen Dynamic Governance: Introduce a model that preserves the DAO’s community-driven ethos while integrating advanced decision-making tools.
  2. Enhance Decision Quality: Utilize Futarchy and AI for data-backed forecasting and feasibility assessments.
  3. Encourage Participation: Create a governance model that incentivizes inclusivity and transparency.
  4. Ensure Flexibility and Evolution: Enable dynamic adjustments to governance mechanisms based on performance and community trust.

Proposed Governance Model

1. Weighted Governance Structure

  • Futarchy (20%):
    • Leverages prediction markets to assess potential outcomes of proposals.
    • Suitable for financial/resource allocation and metric-driven initiatives.
  • AI Board (20%):
    • Provides technical evaluations, risk assessments, and feasibility analysis.
    • Acts as a non-binding advisory layer, improving decision accuracy.
  • DAO (60%):
    • Represents the democratic voice of the community.
    • Primarily responsible for cultural, ethical, and symbolic decisions.

Key Refinements to Strengthen the Model

1. Dynamic Weight Adjustments

  • Implement a system allowing the DAO to adjust the governance weights over time.
  • Example: Adjust weights from 20/20/60 to 15/15/70 based on trust and performance.

2. Clear Domain Assignments

  • Assign specific decision types to each mechanism:
    • Futarchy: Financial/resource allocation, funding proposals.
    • AI Board: Technical feasibility, risk assessment.
    • DAO: Cultural, symbolic, and strategic decisions.

3. Transparency Dashboards

  • Develop a public dashboard displaying:
    • Futarchy market trends and outcomes.
    • AI feasibility scores and analyses.
    • DAO voting results and participation metrics.
  • Ensure all outputs are accessible and understandable to the community.

4. Education and Accessibility

  • Create educational resources, including:
    • Guides on how Futarchy markets work.
    • Transparent explanations of AI outputs.
    • Tutorials on DAO voting processes.
  • Gamify participation by rewarding members with Sparks or badges for engaging in governance activities.

5. Pilot Testing

  • Conduct a pilot program with low-stakes proposals to:
    • Test workflow integration.
    • Identify pain points and refine processes.
    • Gather community feedback for iterative improvements.

Proposed Workflow

  1. Proposal Submission: Proposals are submitted using a standardized template outlining goals, metrics, and timelines.

  2. AI Feasibility Review: The AI Board evaluates technical and operational feasibility, providing a score and key insights.

  3. Community Discussion: DAO members discuss the proposal, incorporating AI outputs and feedback.

  4. Futarchy Market Opens: Prediction markets allow participants to forecast outcomes of measurable proposals.

  5. Weighted Voting: Combined results from Futarchy (20%), AI (20%), and DAO (60%) determine the outcome.

  6. Implementation and Monitoring: Approved proposals are executed with clear milestones and accountability measures.

  7. Feedback Loop: Regular reviews assess the success of proposals, informing future decisions.


Implementation Plan

Phase 1: Framework Development

  • Design governance workflows, roles, and responsibilities for each mechanism.
  • Create a visual decision flowchart for clarity.
  • Draft educational materials for community onboarding.

Phase 2: Pilot Testing

  • Launch a pilot program with low-stakes proposals.
  • Monitor and gather feedback on:
    • Futarchy market performance.
    • AI Board outputs.
    • DAO voting participation and satisfaction.
  • Adjust weights, workflows, or transparency measures as needed.

Phase 3: Full Rollout

  • Implement the DAM model for all governance decisions.
  • Launch the transparency dashboard and integrate educational resources.
  • Establish periodic reviews for continued refinement.

Expected Benefits

  • Improved Decision Quality: Data-backed insights and forecasting ensure well-informed decisions.
  • Enhanced Community Trust: Transparent processes build confidence in governance mechanisms.
  • Resilience to Manipulation: The hybrid structure reduces reliance on any single decision-making mechanism.
  • Scalability: The model accommodates increasing complexity as the Sanctum ecosystem grows.

Conclusion

The Dynamic Autonomous Matrix (DAM) offers a balanced, transparent, and innovative approach to governance that leverages community input, data-driven forecasting, and AI analysis. By implementing this model, Sanctum DAO can set a new standard for decentralized governance in the Web3 ecosystem.

PS: Wouldn’t it be cool to say we have a DAM DAO? :rofl:

12 Likes

I’d vote for it just to say DAM DAO :rofl:

10 Likes

Seem like this could add a different aspect to how a Dou works which has merit.

4 Likes

I like the idea but I think we need a better name cuz it sounds… damned. :rofl:

2 Likes

I think I’d rather just have a simple staking model, keep it simple for adoption.

1 Like

I agree we need governance asap, and staking would be a good start. But I think something of this nature could be worth developing.

When my wife was pregnant with our first kid I wanted to name it Damien Atticus Mason B***** . When my wife asked why I told her then I could say Damn B :rofl: