FMI brand mark Fractal Media Infrastructure

Selected active lanes

A curated view of the current ecosystem.

This page highlights current active lanes rather than attempting to reproduce the full repository index. For the complete GitHub corpus, use the instance001 repository surfaces directly.

Education and learning tools

Projects focused on accessible, local-first educational software for students, teachers, parents, and self-directed learners who need practical tools without accounts or tracking. Local-first here means user control first, with hosted services kept as deliberate choices rather than hidden dependencies.

Examples: Chatty-EDU, Chatty-EDU Windows install, Chatty-EDU User

Interaction and behavior frameworks

Reusable guidance for higher-quality human-AI collaboration, session recovery, drift reduction, and explicit operating constraints across local models, hosted models, tools, and providers.

Examples: AI Teaming Framework, Model Behaviour Toolkit

Host memory and architecture

Research into host-side memory, relational reasoning, earned abstraction, failure-aware routing, reducer-governed persistence, semantic sorting, behavioural suitability profiling, and compact continuity for legible local AI systems. Project Leviathan also develops an exploratory cognitive-cartography method: controlled withheld-conclusion tests and cross-domain mapping intended to measure reachable reasoning structure rather than assign a single reasoning score.

Examples: Project Leviathan, EF Engine, RD Engine, LLM Semantic Dataset Sorter, Cognition Mesh Test Chamber, LLM-Defined Persistent Memory, Semantic Signal Alphabet

Governance and safety analysis

Work examining alignment incentives, epistemic governance, safety theater, and the practical consequences of suppressing user or operator agency.

Examples: Governance by Design Report, Safety Theatre