Myceliary

A research project exploring anti-capitalist frameworks and patterns in AI/ML

Case Studies: Learning from History and Practice

These case studies document successful attempts to build technology outside capitalist structures. Each provides valuable lessons for current community technology initiatives.

Why Study These Cases?

Historical Examples

Project Cybersyn (Chile, 1971-1973)

Revolutionary attempt to use technology for democratic socialist economic management. Despite being cut short by a coup, it demonstrated the feasibility of real-time economic coordination without markets.

Key Lessons:

Zapatista Communication Networks (1994-Present)

Indigenous autonomous communities building their own communication infrastructure outside state and corporate control.

Key Lessons:

Black Panther Survival Programs (1966-1982)

Community programs that demonstrated alternatives to capitalist social services, including early computer use for community organizing.

Key Lessons:

Contemporary Initiatives

Platform Cooperatives Movement (2014-Present)

Worker and user-owned alternatives to corporate platforms across multiple sectors.

Success Stories:

Time Banking Systems

Non-monetary exchange systems that value all labor equally and build community resilience.

Active Networks:

Mutual Aid Technology Networks

Technology supporting community care and resource sharing outside market systems.

Examples:

Community Mesh Networks

Locally-owned internet infrastructure serving communities ignored by corporate ISPs.

Active Networks:

Worker-Owned Tech Cooperatives

Software development cooperatives building tools for social movements.

Notable Coops:

Patterns Across Cases

Success Factors

  1. Community Ownership: Direct control by users and workers
  2. Democratic Governance: Participatory decision-making processes
  3. Mission Alignment: Technology serves social goals
  4. Coalition Building: Partnerships amplify impact
  5. Iterative Development: Start small, learn, expand

Common Challenges

  1. Resource Constraints: Limited funding compared to corporate competitors
  2. Scale Tensions: Balancing growth with democratic participation
  3. Technical Debt: Maintaining systems with limited resources
  4. Political Opposition: Resistance from established powers
  5. Sustainability Models: Finding non-extractive revenue

Strategic Lessons

Start Where You Are

Design for Resilience

Center the Margins

Practice Prefiguration

Using These Cases

For Organizers

For Developers

For Funders

Interactive Timeline

[Coming Soon: Interactive timeline showing the evolution of community technology initiatives from 1960s to present]

Case Study Template

Want to document a community technology initiative? Use our template:

  1. Context: When, where, who, why
  2. Technology: What was built and how
  3. Governance: How decisions were made
  4. Impact: What changed as a result
  5. Challenges: What difficulties arose
  6. Lessons: What others can learn
  7. Resources: Where to learn more

Contribute a Case Study

Know of a community technology initiative that should be documented?

  1. Check our criteria: Community-owned, non-capitalist, documented impact
  2. Use our template: Ensure consistent documentation
  3. Submit via GitHub: Create a pull request
  4. Join our research group: Collaborate with others documenting alternatives

Additional Resources

Books

Organizations

Academic Resources

Remember: Every case study represents real people building real alternatives. Their successes show us what’s possible. Their challenges teach us what to prepare for. Together, they light the path forward.