A research project exploring anti-capitalist frameworks and patterns in AI/ML
The Myceliary project conducts systematic research into anti-capitalist frameworks and patterns in AI/ML technology. Our research process emphasizes community perspectives, critical analysis, and practical applications for building alternative technological futures.
Our research is backed by detailed reports with full academic citations:
View All Research Archives with Full Citations
The following diagram shows the relationships between our research areas:
graph TD
%% Foundational Tasks
F1[AI/ML Landscape] --> F2[Theoretical Frameworks]
F1 --> F3[Historical Case Studies]
F2 --> FR1[Community Tech Assessment]
%% Governance & Infrastructure
F2 --> G1[Community AI Governance]
G1 --> I1[Edge Computing Requirements]
G1 --> I2[Federated Learning Implementation]
%% Monitoring Chain
M1[Movement Monitoring] --> M2[Policy Monitoring]
M2 --> M3[Environmental Impact Metrics]
%% Economic & Crisis Response
E1[Cooperative Tech Funding] --> C1[Mutual Aid Tech Patterns]
%% Geographic Connections
GE1[Global South Initiatives] --> GE2[Indigenous Tech Sovereignty]
GE1 --> G2[Data Commons Implementation]
Current research task distribution:
Priority distribution:
Investigating technology patterns and solutions that emerge during crisis situations, with a focus on mutual aid and community resilience.
Current Tasks:
Exploring alternative economic models for technology development and deployment, with emphasis on cooperative and commons-based approaches.
Current Tasks:
Establishing core theoretical and practical foundations for anti-capitalist technology development.
Current Tasks:
Creating practical frameworks for assessing and developing community-oriented technology.
Current Tasks:
Investigating technology initiatives across different geographic and cultural contexts.
Current Tasks:
Exploring democratic and community-based approaches to technology governance.
Current Tasks:
Examining technical infrastructure requirements for community-controlled technology.
Current Tasks:
Tracking developments and impacts in technology and policy.
Current Tasks:
Our research follows a structured process that emphasizes:
For more details on our research methodology and findings, explore the linked documentation in our context network.