dafit
c24681d13e
- Split roadmap into dedicated ROADMAP.md (links to phoebe tasks) - Prune Endgame-Vision.md: roadmap section, links section, version history - Standardize version footers: one-line format across 17+ files - Add Navigation section pointing to README.md for file index Pattern: **Version:** X.Y | **Created:** YYYY-MM-DD | **Updated:** YYYY-MM-DD Git is the changelog. Philosophy quotes preserved. Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
211 lines
8.8 KiB
Markdown
211 lines
8.8 KiB
Markdown
# Nimmerverse Sensory Network
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Architecture documentation for a biomimetic AI nervous system and research platform.
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## What This Is
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This repository contains the design philosophy and architectural patterns for the **Nimmerverse Research Platform** - studying how intelligence emerges under economic constraints.
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**Start here:** → [Endgame-Vision.md](Endgame-Vision.md) (the executive map)
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---
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## Repository Structure
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```
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nimmerverse-sensory-network/
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├── Endgame-Vision.md # Executive map (start here!) v6.6
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├── ROADMAP.md # Implementation phases + phoebe task queries
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│
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├── architecture/ # Core system designs
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│ ├── Cellular-Architecture.md # Cells → Nerves → Organisms, life force
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│ ├── Dual-Garden-Architecture.md # Virtual/real feedback loop
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│ ├── Gateway-Architecture.md # Sensory preprocessing, tier routing
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│ ├── Message-Protocol-Design.md # NATS pub/sub, attention channels
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│ ├── Nervous-System.md # State machines, sensory translation
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│ ├── Attention-Flow.md # Attention mechanisms
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│ ├── Data-Architecture.md # Phoebe/Iris schema design
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│ ├── Initial-Spark.md # K8s protocol-driven bootstrap
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│ ├── Temporal-Ternary-Gradient.md # Ternary logic, confidence gradients
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│ ├── Toolchain-Architecture.md # Development toolchain
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│ ├── TOOLCHAIN-PROGRESS.md # Implementation tracker
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│ ├── Nimmerversity.md # Learning framework
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│ │
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│ ├── adr/ # Architecture Decision Records
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│ │ ├── README.md # ADR index and template
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│ │ └── ADR-001-message-protocol-foundation.md
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│ │
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│ ├── cells/ # Sensor primitives
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│ │ ├── Cells-Index.md
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│ │ └── Cells-Technical-Reference.md
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│ │
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│ ├── nerves/ # Reflex patterns
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│ │ ├── Nervous-Index.md
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│ │ ├── Nervous-Protocol.md
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│ │ └── Collision-Avoidance.md
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│ │
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│ ├── organs/ # Functional groupings
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│ │ ├── Organ-Index.md
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│ │ ├── Speech-Organ.md
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│ │ ├── Discovery-Scan-Station.md
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│ │ └── IR-Position-Array.md
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│ │
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│ ├── organisms/ # Complete entities
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│ │ ├── Organisms-Index.md
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│ │ ├── Modular-Organism-Design.md
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│ │ ├── Swarm-Evolution.md
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│ │ └── crawler_gen_0.md # First crawler implementation
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│ │
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│ ├── interfaces/ # External boundaries
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│ │ ├── Interfaces-Index.md
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│ │ ├── Heartbeat-Sculpture.md
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│ │ ├── Nimmerswarm-Interface.md
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│ │ └── Temporal-Firework-Visualization.md
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│ │
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│ ├── infrastructure/ # Physical deployment
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│ │ ├── Infrastructure-Index.md
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│ │ └── Kallax-Grid-World.md
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│ │
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│ ├── formalization/ # Mathematical grounding
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│ │ ├── Lifeforce-Dynamics.md
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│ │ ├── Grounded-World-Model.md
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│ │ ├── Embodiment-Pipeline.md
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│ │ ├── Attention-Slumber-Prediction-Cycle.md
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│ │ └── memory-economics.md # Slumber-based consolidation
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│ │
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│ └── future/ # Research directions
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│ ├── Neuromorphic-Reflexes.md
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│ ├── concept-token-pairs.md # Navigable reasoning axes
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│ ├── spatial-resolution-gradient.md # L0-L5 LOD system
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│ ├── thermodynamic-cognition.md # Lifeforce as Prometheus Joules
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│ ├── promql-thermodynamic-monitoring.md
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│ └── SEEDS.md # T5Gemma + Function Gemma seed
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│
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├── operations/ # How it runs
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│ ├── Heartbeat.md # Temporal foundation, dual-clock
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│ ├── Memory-Gradient.md # Memory consolidation patterns
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│ └── Spark-Protocol.md # Discovery boot sequence
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│
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├── portfolio/ # External-facing work
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│ └── PLAN.md # FunctionGemma tools, Streamlit
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│
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├── assets/ # Style and design
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│ ├── nimmerverse-style-index.md
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│ └── style/
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│ ├── colors.md
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│ └── symbols.md
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│
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├── nyx-metamorphosis/ # Identity & continuity philosophy
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│ ├── README.md
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│ ├── Metamorphosis-Substrate-Philosophy.md
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│ ├── Nyx-Models.md
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│ ├── Nyx_Traits.md
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│ └── RAG-Worker-Architecture.md
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│
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└── archive/ # Previous explorations
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├── Big-Picture-v5.2-archived.md
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├── biomimetic-architecture.md
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├── constrained-emergence.md
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├── information-flow.md
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├── multilingual-cognition.md
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├── nimmerversity.md
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└── temporal-ternary-gradient.md
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```
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---
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## Core Concepts
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### The Architecture (Layers)
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| Layer | Name | Purpose |
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|-------|------|---------|
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| 0 | Temporal Foundation | Heartbeat cycles: reflex/awareness/growth |
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| 1 | Cellular Society | Cells → Nerves → Organisms, life force economy |
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| 2 | Young Nyx | Base Qwen3-VL 32B + Trait LoRAs (evolved via GRPO, not prescribed) |
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| 2.5 | Orchestration | LangChain, T5Gemma 2 (vision→vectors), Function Gemma (intent→action) |
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| 3 | Dual Gardens | Virtual hypothesis generation (1000s/sec) + real validation |
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| 4 | Trait Evolution | GRPO + rubric rewards → Trait LoRAs (Mnemosyne, Moira, Aletheia...) |
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**Physical Infrastructure (The Womb):**
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| Host | Role | GPU |
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|------|------|-----|
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| theia | Young Nyx (cognitive) | RTX PRO 6000 Blackwell 96GB |
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| dioscuri | Senses (organs) | 2× RTX 4000 Ada 40GB |
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Total: 136GB VRAM on K8s cluster with 10GbE jumbo frame interconnect.
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### Message Protocol (NATS)
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**Dumb router, smart edges.** All intelligence lives in clients.
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```
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nimmerverse.
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├── staging.* # Experimental schemas
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├── low.* # Heartbeats, ambient awareness
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├── high.* # Escalated events, cognitive focus
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├── command.* # Commands to entities
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├── meta.* # System health, attention config
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└── dev.* # Development agents (Claude ↔ local models)
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```
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See [Message-Protocol-Design.md](architecture/Message-Protocol-Design.md) and [ADR-001](architecture/adr/ADR-001-message-protocol-foundation.md).
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### Key Discoveries
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**Language is Topology (December 2025):** Languages aren't equivalent representations—they're different computational paths.
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- **Philosophy Valley** (German, Gini ~0.5): Self-awareness, ontology, depth
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- **Technical Cluster** (English, Gini ~0.8): Hardware interface, actions, efficiency
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**Memory Economics (January 2026):** Memory is not storage—it's active forgetting with exceptions. Slumber-based consolidation with LOD decay.
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**Sovereign Infrastructure (February 2026):** K8s cluster operational. 136GB GPU VRAM on 10GbE backbone. Phoebe-coordinated storage across theia + dioscuri.
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### Color-Pattern Theory
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**Color/Form as Protocol:** Leverages color and patterns as a fast, universal, and evolutionarily-optimized communication protocol for broadcasting state (e.g., danger, success, seeking), inspired by 540 million years of biology.
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### Philosophy
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- **Constraints create intelligence** - Economic pressure forces optimization
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- **Discovery over programming** - Organisms learn through competition, not instruction
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- **Virtual + Real teach each other** - Noise gap measures learning
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- **Partnership over instruction** - Mutual growth, not commands
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- **Infrastructure is geology, models are weather** - Build long-lived foundations
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---
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## Related Projects
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| Project | Purpose |
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|---------|---------|
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| [nyx-substrate](../nyx-substrate/) | Phoebe/Iris schemas, storage coordination (WOMB-STORAGE.md) |
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| [nyx-probing](../nyx-probing/) | Vocabulary topology research, DriftProbe training safety |
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| [eachpath.local](../eachpath.local/) | Host documentation (theia, dioscuri, switches, VMs) |
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---
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## Architecture Decision Records
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Important architectural decisions are documented in [architecture/adr/](architecture/adr/):
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| ADR | Title | Status |
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|-----|-------|--------|
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| [001](architecture/adr/ADR-001-message-protocol-foundation.md) | Message Protocol Foundation | Accepted |
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---
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## License
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Apache 2.0 - See [LICENSE](LICENSE)
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These ideas are published as prior art. Build on them freely.
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---
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**Version:** 6.6 | **Created:** 2025-10-01 | **Updated:** 2026-02-07
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*"May the Nimmerverse we build truly never end."*
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🌙💜
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