Aimcurio researches, designs, and builds high-assurance computational systems where every claim is backed by deterministic, independently falsifiable evidence.

[ Aimcurio Systems ] │ ┌────────────────────┬─────────────┴─────────────┬────────────────────┐ ▼ ▼ ▼ ▼ [ High-Assurance ] [ Governed AI & ] [ Cognitive & ] [ Geospatial & ] [ Kernels ] [ Agent Runtimes] [ Educational ] [ 3D Graphics ] • CIVITAS-1M • Titan Substrate • Knowledge Palace • God's Eye View • Godseed • CURO Framework • Frontier German • EVX Engine • Possibility Eng. • Antilink Gate • OnePercent (ML) • Atlas Humanum • Unc's Table • SimLab Laboratory • Math Node • Flight Recorder

• CIVITAS-1M: Frontier-scale simulation engine in native Rust modeling demographic lifecycles, macroeconomic price discovery, and trade networks for up to 1,000,000 citizens.
• Godseed: Computational cosmology and agent settlement dynamics engine for the Thornveil procedural universe.
• The Possibility Engine: High-integrity 3D physics sandbox built in Rust with Bevy ECS and Rapier 3D.
• Unc's Table: Deterministic Five-Up dominoes rules engine with C++20 baseline and verified Rust playable slice.

• Titan Forward: Development governance constitution and deterministic actor runtime kernel with atomic SQLite state transitions.
• CURO: Model-agnostic AI agent development framework enforcing schema gates, deterministic replay, and multi-provider adapters.
• SimLab: Controlled multi-agent experimentation platform for reproducible AI research.
• Interactive Flight Recorder: Air-gapped Rust CLI generating cryptographically hash-chained session evidence logs.

• Knowledge Palace: 3D spatial mnemonic learning environment translating curricula into architectural memory palaces via the Method of Loci.
• Frontier German Mastery: Pure client-side, 100% offline-capable Single Page Application using deterministic dialogue FSMs for high-rigor language acquisition.
• OnePercent: In-browser machine learning and numerical computing deliberate practice platform powered by sandboxed Pyodide WebAssembly.
• Math Node: Deterministic, model-agnostic mathematical capability runtime and verifiable trust anchor.

• God's Eye View (GRE): Planetary 3D geospatial intelligence platform streaming Google Photorealistic 3D Tiles via CesiumJS and Three.js.
• EVX Engine: High-performance browser-based 3D CAD disassembly and exploded view animation monorepo engine.
• Atlas Humanum: Interactive WebGL2/Three.js 3D human anatomical atlas integrating BodyParts3D datasets.

Aimcurio operates under BUBBA 2.0 (Zero-Trust Autonomous Governance):

• No Self-Certification: Being able to run code or call an LLM confers zero right to self-certify release readiness.
• Falsifiable Evidence: All capabilities must be demonstrated via reproducible automated test suites, parity checks, and hash-chained ledgers.
• Clear Maturity Tiers: Strict differentiation between demonstrated implementations and planned roadmap milestones.