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Roots Network / Peer-to-Peer Machine Intelligence
A peer-to-peer architecture for machine intelligence that keeps models, data, and residual private while making useful structure portable, provenance-tracked, and composable.
This repository contains the engineering program, reference implementations, and the conceptual essays that define the system.
Project status: just docs
Documents
| Document | Purpose | Words | Time |
|---|---|---|---|
| Architecture | Full systems paper: semantic membrane, crowns, coordinating prior, proof-of-compression, ego/subconscious, engineering milestones | 28k | 2h |
| Roots Network | Accessible vision for the provenance-tracked, semantically indexed corpus and the guild model | 5k | 20m |
| Case Study | Concrete commercial illustration of rooting a company (labeling + panel + optional infrastructure) into a sponsored guild | 2k | 10m |
| The Pressure | A deep dive on the coordinating prior hypothesis | 6k | 25m |
| Handbook | Optional advanced practice for high-quality relational labeling (contemplative + geometric) | 7k | 30m |
| Garage Node | Lived bootstrap narrative, vignettes/texture, higher-level explanations/metaphors, long-horizon requirements (also available as a series on substack) | 20k | 90m |
Similar repos
See what people are saying
README
Roots Network / Peer-to-Peer Machine Intelligence
A peer-to-peer architecture for machine intelligence that keeps models, data, and residual private while making useful structure portable, provenance-tracked, and composable.
This repository contains the engineering program, reference implementations, and the conceptual essays that define the system.
Project status: just docs
Documents
| Document | Purpose | Words | Time |
|---|---|---|---|
| Architecture | Full systems paper: semantic membrane, crowns, coordinating prior, proof-of-compression, ego/subconscious, engineering milestones | 28k | 2h |
| Roots Network | Accessible vision for the provenance-tracked, semantically indexed corpus and the guild model | 5k | 20m |
| Case Study | Concrete commercial illustration of rooting a company (labeling + panel + optional infrastructure) into a sponsored guild | 2k | 10m |
| The Pressure | A deep dive on the coordinating prior hypothesis | 6k | 25m |
| Handbook | Optional advanced practice for high-quality relational labeling (contemplative + geometric) | 7k | 30m |
| Garage Node | Lived bootstrap narrative, vignettes/texture, higher-level explanations/metaphors, long-horizon requirements (also available as a series on substack) | 20k | 90m |