objective05 · research archive

objective05 research

5 posts tagged objective05 — essays and experiments on objective05, drawn from the working notes behind computational sovereignty.

5 posts tagged objective05 clear

Jul 5, 2026Retrieval Architecture: Memory Systems That CompoundMemory systems and retrieval architecture for sovereign AI. Sovereign Memory Bank, Dynamic Persona MoE RAG, Objective05, and GraphRAG — the subsystems that make retrieval compound over time.retrieval-augmented-generationsovereign-memory-bankdynamic-persona-moe-ragobjective05sovereigntyspecgraphrag
Jul 3, 2026The Model Is Not the Product: Residual State, Compiled Agents, and Optimization LoopsThree converging research threads — Apple's Residual Context Diffusion, LMSYS/SGLang agentic execution graphs, and constrained optimization for agent loops — collapse into a single architectural claim: the model is no longer the product. The loop is. With code examples, arxiv citations, and cross-references to Objective05, Sovereign Memory Bank, and Dynamic Persona MoE RAG.model-is-not-the-productresidual-context-diffusionsglangexecution-graphsconstrained-optimizationagent-loops
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 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

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