Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
8 posts tagged sovereign AI clear
AI 45sovereign-ai 36Ollama 35ai-agents 31local-first 24local-first-ai 22Python 21RAG 21compile-time-ai 20knowledge-compiler 19knowledge-graph 19LLM 19Tutorial 19ollama 16Local LLMs 15Machine Learning 15Next.js 15FastAPI 13knowledge-graphs 12local-ai 12AI Agents 11MCP 11local AI 10rag 10AI Development 9OpenAI 9React 9Knowledge Graphs 8open-source 8sovereign AI 8
- Jun 12, 2026SovereignSpec and the Ganymedean Alignment Protocol: A Technical TreatiseAn exhaustive, technically rigorous exposition of SovereignSpec, the Ganymedean Alignment Protocol, and the underlying principles of specification-driven civilizational engineering, including GBNF grammar enforcement, graph-grounded knowledge representation, recursive intent preservation, and local-first autonomous system architecture.SovereignSpecGanymedean Alignment Protocolspecification-driven developmentlocal-firstconstitutional AIAI alignment
- Jun 12, 2026Project Proposal: SovereignSpec — Local-First Spec-Driven DevelopmentA project proposal for SovereignSpec — a local-first, offline spec-driven development engine that treats specifications as living, graph-grounded artifacts and enforces deterministic code generation through structured pipelines with no cloud API calls required.SovereignSpecspec-driven developmentSDDSpec Kitlocal-firstlocal AI
- Jun 8, 2026objective05-exec: Giving Your Local Intelligence System Hands — A Rust Tutorial on Bridging a Knowledge Graph to Real-World Tool ExecutionA complete Rust tutorial on building objective05-exec — a local-first agent runtime that bridges a perpetual Kuzu-backed knowledge graph to real-world tools (GitHub, email, Slack, Discord, filesystem) using TOOLS.md/SKILLS.md capability discovery, signal evaluation, and a poll→evaluate→execute loop.Rustobjective05knowledge graphKuzuDBagent runtimelocal AI
- Jun 8, 2026OpenDesign + OpenCode: Building a Local-First Design Operating System Inside Your TerminalA deep technical guide to building a local-first design and development operating system with OpenDesign and OpenCode — covering architecture, installation, MCP wiring, skill authoring, Docker deployment, environment variables, and the sovereign design stack.OpenDesignOpenCodeMCPModel Context Protocollocal-firstdesign systems
- Jun 3, 2026The Model Is Not the Product: On Building Persistent Intelligence InfrastructureA deep dive into building Objective05 — a local-first persistent intelligence system in Rust — and the architectural case for treating information infrastructure (temporal knowledge graphs, event-driven pipelines, owned data) as the real product, with the model as a processing component rather than the system core.local AIRustknowledge graphObjective05persistent intelligenceevent-driven architecture
- Jun 1, 2026objective03: My Laptop Eats the News and Talks BackAn autonomous news ingestion, claim extraction, contradiction tracking, and TTS broadcast system that runs entirely locally. No API keys. No monthly bills. No vendor lock-in.local AInews aggregationLLMcontradiction detectionTTSllama.cpp
- Mar 29, 2026The Architecture of Autonomy: Why the Divergence Between Corporate and Sovereign AI Is the Most Important Design Decision of Our GenerationA deep technical and philosophical examination of what it means to design AI systems that serve the individual versus AI systems designed to extract from them—and how the Dynamic MoE RAG architecture embodies the principles of sovereign intelligence in code.AIsovereign AIlocal AIMoERAGDynamic Persona
- Mar 29, 2026SOVEREIGN: The Unified Architecture — A Magnum Opus for Local-First AI Systems That Think for ThemselvesThe capstone synthesis of every system I have built — Dynamic Persona MoE RAG, agentic knowledge graphs, Control Boundary governance, local inference stacks, and spec-driven code generation — collapsed into one unified sovereign AI architecture called SOVEREIGN. This is the project blueprint.sovereign AIlocal-firstMoE RAGknowledge graphagentic orchestrationdata sovereignty