Plans Relevant to GTDF

Architecture Derived from Community Needs

In the table below, I lay out just a few elements of our approach, the key design criteria our COC identified in their feedback, and why we believe these align well with the architecture needs expressed in the Burnout from Humans update.

Infrastructure Attribute

Fully Decentralized

CoC Design Criteria

  • Personal/Community data sovereignty
  • Consent-based sharing
  • On-device/server computing
  • On-device/server storage
  • Location independent

GTDF Alignment

Indigenous and other high intensity communities can ensure that their wisdom can be both preserved and freely shared in mutual care, retain cultural integrity, respect and resiliency, and reduce community and personal vulnerability

Relational Stewarding Ontology and Knowledge Graph

Decentralized Relational Semantic Infrastructure

Multiple, Collaborating AI Agents (Agentic AI)

Relational Stewarding UX

Gaming AI Agent

  • Open extensible model
  • Open protocol standards
  • Open, secure APIs
  • Semantics woven into data

  • Small language model (SLM)
  • Vector embedding using semantic indices
  • Graph RAG guiding Generative AI
  • Open protocol standards
  • Open, secure APIs
  • Separation of concerns
  • Independence from LLMs
  • Dynamic composition of visualizations in fields
  • Intuitive navigation based on relationships
  • Built-in accessibility and freedom of expression
  • Gaming as a mode of expression
  • Facilitate dynamic learning
  • User-designed field layouts
  • Generate scenes from content
  • Generates stories from context

Enables continuous sensing, matching and unconstrained pulsing of mutual care into the dynamically evolving, relational fields of living systems, strengthening relationship networks

Eliminates or reduces dependency upon costly, resource-intensive LLM vendors and infrastructure

Enables stewarding and alignment via unifying relational agent while integrating across multiple knowledge domains, reduces burden of AI vendor lock-in

Enables everyone to engage, learn and share, regardless of level of intensity in their lives or personal accessibility limitations

Re-engage play to emphasize pulsing care as central to living, measuring self-growth in strengthening life connections vs. modernity’s +1/-1 metrics