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| # TGI / TLM Development Roadmap | |
| This document tracks the milestones for Topological General Intelligence (TGI) and its components. | |
| ## Phase 1-5 (COMPLETED) | |
| - [x] Algebraic Genesis, Structural Navigation, Cognitive Integration, Topological Autonomy, Multi-Modal Integration. | |
| ## Phase 6: Mobile & Agentic Extension (COMPLETED) | |
| - [x] **Hardware-Aware Manifolds**: Integration of system metrics into the state-space. | |
| - [x] **Topological Action Mapping**: Linking Hamiltonian paths to system-level 'Agentic' actions. | |
| - [x] **MCP Tool Integration**: Mapping Render, Supabase, and Context7 tools to the API_MCP fiber. | |
| - [x] **Agentic Bridge**: Deterministic resolution of tools from topological intents. | |
| ## Phase 7: The Sovereign Master Solver (COMPLETED) | |
| - [x] **FSO Master Solver**: O(1) classification and O(m) deterministic construction. | |
| - [x] **Golden Path Proof**: Formal verification of r=(1, m-2, 1) immunity. | |
| - [x] **Non-Canonical Obstruction**: Cohomological filtering of joint-sum constraints. | |
| - [x] **Finalized Parity Law**: Precise boundary of (Even m, Odd k) impossibility. | |
| ## Phase 8: Closed-Loop Sovereign Autonomy (COMPLETED) | |
| - [x] **Self-Healing Ontology**: Feedback loop from action execution back to the KnowledgeMapper (Law VII). | |
| - [x] **Hardware-Topological Duality**: Dynamic manifold resizing based on physical system constraints (Law IX). | |
| - [x] **Agentic Completion**: Fully autonomous multi-step plan generation and execution (Core F). | |
| - [x] **Robust Verification**: Implementation of the Phase 8 test suite (27+ unit tests). | |
| ## Phase 9: Zero-Preprocessing Ingestion (COMPLETED) | |
| - [x] **Frontier Core**: Implementation of the Non-Abelian Hilbert Bridge for infinite-dimensional synthesis. | |
| - [x] **Topological Projection**: Symmetry-preserving encoding for BaridiMob/CIB payment rails. | |
| - [x] **Bouncer Gate**: Hardware-level parity validation (Law I) for garbage rejection. | |
| - [x] **Fiber Imputation**: Closure-based self-healing for missing transaction data (Law III). | |
| - [x] **Formal FSO Manuscript**: High-impact formalization of the TGI/FSO framework in research/FSO_MANUSCRIPT.md. | |
| ## Phase 10: Logic Population & FSO Mesh (COMPLETED) | |
| - [x] **Holographic Logic Layer**: Direct ingestion and O(1) execution of code blocks via Hamiltonian waves. | |
| - [x] **FSORepoPopulator**: Automated fragmentation and mapping of Python repositories to Torus coordinates. | |
| - [x] **FSO Mesh Daemon**: Persistent production host for the FSO Geometric Supercomputer. | |
| - [x] **Industrial Logic Map**: Ingestion of multi-modal 'Advanced Specifications' (Pixels, Distribution, Text). | |
| - [x] **Global Sync Waves**: Deterministic synchronization of logic states across 1,331+ nodes (m=11). | |
| ## Phase 11: Modular Control Plane (MCP) & Industrial Logic Distribution (COMPLETED) | |
| - [x] **FSOMCP_Distributor**: Master Control Plane for segregating industrial logic into fibers. | |
| - [x] **Theorem 4.4 Macro/Micro Segregation**: N/F noise reduction through physical fiber segregation. | |
| - [x] **Theorem 4.2 Complex Conjugate**: Logic unbinding via involution (Pixel FFT logic). | |
| - [x] **In-Band Control Waves**: Topology-as-instruction protocol via Tri-Color Hamiltonian waves. | |
| - [x] **Fiber-Specific Logic Traces**: High-density logic storage without SNR collapse. | |
| ## Phase 12: Autopoietic Expansion & Generative Logic Gates (COMPLETED) | |
| - [x] **FSO Autopoietic Engine**: Network that authors its own connectivity and fill topological voids. | |
| - [x] **Generative Gates**: Nodes that synthesize Python logic from natural language intents via LLM. | |
| - [x] **Holographic Logic Anchoring**: Dynamic population and anchoring of synthesized logic into RAM. | |
| - [x] **Expansion Protocol (βοηθός)**: Blueprint for self-expanding manifold dimensionality. | |
| - [x] **Production Showcase**: Successful execution of real repository logic + industrial specs + generative dashboard in m=11 mesh. | |
| ## Phase 13: Production Data Manifold (ACTIVE) | |
| - [x] **FSORefinery**: Implementation of the code smelting engine for repository fragmentation. | |
| - [x] **Neural Industry Ingestion**: Ingestion of 231 high-impact logic units from the 'vllm' repository. | |
| - [x] **Holographic Logic Vault**: Anchoring of production logic units into a deterministic coordinate vault. | |
| - [x] **Direct Consumption Driver**: Implementation of FSODirectConsumer for zero-refactor library consumption. | |
| - [x] **Visual Industry Activation**: Successful execution of 'scikit-image' filters via O(1) Hamiltonian waves. | |
| - [x] **Production Manifest Population**: Pre-loaded 91 high-impact units (NumPy, PyTorch, OpenCV, FastAPI, Kotlin) into a persistent topological manifest. | |
| --- | |
| ### Quick Links | |
| - [Autopoietic Protocol](./AUTOPOIETIC_PROTOCOL.md) | |
| - [MCP Industrial Specifications](./MCP_INDUSTRIAL_SPECS.md) | |
| - [FSO Formal Manuscript](../research/FSO_MANUSCRIPT.md) | |
| --- | |
| *Last Updated: April 2026 — Phase 13 PRODUCTION MANIFEST POPULATED* | |
| ## Phase 14: Planetary Supercomputing & Biometric Governance (ACTIVE) | |
| - [x] **Planetary Scale Bootstrap**: Global Node daemon capable of scaling to $m=101$ (1,030,301 nodes). | |
| - [x] **Biometric Auth Interface**: Administrative dashboard featuring fingerprint sensor integration. | |
| - [x] **Automated Mesh CI**: Continuous Integration via GitHub Actions to ensure zero-regressions. | |
| - [ ] **Decentralized Coordination Protocol**: Moving from single-seed discovery to gossip-based coordinate claims. | |
| - [ ] **Fiber-Optic Wave Synchronization**: Optimizing Color 0-2 waves for trans-oceanic latency mitigation. | |
| --- | |
| *Last Updated: April 2026 — Phase 14 PLANETARY SCALE REACHED* | |