Research archive
Research
Every essay, tutorial, and experiment in the open — the working notes behind computational sovereignty.
4 posts tagged privacy 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
- Jul 15, 2026The Sovereign Knowledge Compiler: Compile-Time Memory for Local-First AI AgentsA revised architecture for agent memory that treats cognition as something compiled once into inspectable artifacts rather than retrieved fresh on every query — grounded in how OpenAI's Agents SDK, Mem0, and Hindsight are already converging on distillation, and extended with decay, conflict resolution, and CRDT-based device sync.ai-agentsmemorylocal-first-aicompile-time-aiknowledge-compilerrag
- Jul 5, 2026Local AI Architecture: Running Models on Your Own HardwareYour practical guide to running AI on your own hardware. Ollama setup, model selection, hardware requirements from $2K to $50K, and wiring local inference into a sovereign pipeline.local-aisovereign-aiollamacontext-engineeringlocal-firstprivacy
- 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 28, 2026The Sovereignty Manifesto: Why Local Data is the Last Bastion of Human AgencyAn exploration of data sovereignty as the foundation for human agency in the age of AI, arguing that local control over data and algorithms is essential to preserve autonomy and resist centralized corporate control.AIdata sovereigntylocal AIhuman agencyprivacyopen source