A research project exploring anti-capitalist frameworks and patterns in AI/ML
Welcome to Myceliary, a research project dedicated to exploring anti-capitalist frameworks and patterns in AI/ML development. Drawing inspiration from mycelial networks - nature’s organic communication and resource-sharing systems - we build interconnected knowledge commons that support community-driven technology development outside of capitalist structures.
graph TD
A[Start Here] --> B[Research Areas]
A --> C[Frameworks]
A --> D[Case Studies]
B --> E[Current Projects]
C --> F[Analysis Tools]
D --> G[Historical Examples]
Our primary tool for identifying AI applications that serve community needs outside capitalist structures.
graph LR
A[Identify Need] --> B[Analyze Power]
B --> C[Design Solution]
C --> D[Test Impact]
style A fill:#f9f,stroke:#333
style B fill:#bbf,stroke:#333
style C fill:#bfb,stroke:#333
style D fill:#fbf,stroke:#333
Systematic approach to identifying when AI solutions inadvertently serve capitalist interests.
graph TD
A[Solution] --> B{Efficiency Trap}
A --> C{Platform Dependency}
A --> D{Data Extraction}
style A fill:#f9f,stroke:#333
Strategic analysis of how AI’s reduced technical barriers create cascading opportunities for community-controlled alternatives.
graph TD
A[Technical Democratization] --> B[Community Infrastructure]
C[Economic Barrier Dissolution] --> D[Platform Alternatives]
E[Knowledge Transfer] --> F[Resistance Tools]
style A fill:#f9f,stroke:#333
style C fill:#bbf,stroke:#333
style E fill:#bfb,stroke:#333
For comprehensive documentation and detailed analysis: