dafit
42db6eb1a3
Major architectural unification across 12 documents: - Ternary gates: CLOSED (-1) ← STABLE (0) → OPEN (+1) - Cells emit WaveSignals with confidence + semantic content - Gates are resonant chambers that accumulate correlation - Attention = which gates are OPEN (emergent, not allocated) - Reflexes are earned when gate.weight > 0.8 - STABLE is where learning happens Key paradigm shifts: - decision_trails → gate_transitions + correlation_events - Priority rules → wave correlation - Budget allocation → emergent attention flow - Virtual Garden (explore) / Real Garden (verify) loop Owl Mode session 2026-02-14 🦉🌙 Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
213 lines
8.4 KiB
Markdown
213 lines
8.4 KiB
Markdown
# Nimmerverse Sensory Network
|
||
|
||
Architecture documentation for a biomimetic AI nervous system and research platform.
|
||
|
||
> *"Cells emit waves. Gates correlate. Attention emerges."*
|
||
|
||
## What This Is
|
||
|
||
This repository contains the design philosophy and architectural patterns for the **Nimmerverse Research Platform** — a wave/gate architecture for studying how intelligence emerges under economic constraints.
|
||
|
||
**Start here:** → [Endgame-Vision.md](Endgame-Vision.md) (the executive map)
|
||
|
||
---
|
||
|
||
## Repository Structure
|
||
|
||
```
|
||
nimmerverse-sensory-network/
|
||
├── Endgame-Vision.md # Executive map (start here!) v7.1
|
||
├── ROADMAP.md # Implementation phases + phoebe task queries
|
||
│
|
||
├── architecture/ # Core system designs
|
||
│ ├── Temporal-Ternary-Gradient.md # Ternary gates, why STABLE matters
|
||
│ ├── Gateway-Architecture.md # Resonant gates, tier routing
|
||
│ ├── Cellular-Architecture.md # Cells emit waves, nerves respond
|
||
│ ├── Dual-Garden-Architecture.md # Virtual/Real learning loop
|
||
│ ├── Message-Protocol-Design.md # NATS wire protocol, WaveSignal
|
||
│ ├── Nervous-System.md # Wave → Gate → Node flow
|
||
│ ├── Attention-Flow.md # Attention = OPEN gates
|
||
│ ├── Data-Architecture.md # Phoebe schema (waves, gates, verification)
|
||
│ ├── Initial-Spark.md # K8s protocol-driven bootstrap
|
||
│ ├── Temporal-Ternary-Gradient.md # Ternary logic, confidence gradients
|
||
│ ├── Toolchain-Architecture.md # Development toolchain
|
||
│ ├── TOOLCHAIN-PROGRESS.md # Implementation tracker
|
||
│ ├── Nimmerversity.md # Learning framework
|
||
│ │
|
||
│ ├── adr/ # Architecture Decision Records
|
||
│ │ ├── README.md # ADR index and template
|
||
│ │ └── ADR-001-message-protocol-foundation.md
|
||
│ │
|
||
│ ├── cells/ # Sensor primitives
|
||
│ │ ├── Cells-Index.md
|
||
│ │ └── Cells-Technical-Reference.md
|
||
│ │
|
||
│ ├── nerves/ # Reflex patterns
|
||
│ │ ├── Nervous-Index.md
|
||
│ │ ├── Nervous-Protocol.md
|
||
│ │ └── Collision-Avoidance.md
|
||
│ │
|
||
│ ├── organs/ # Functional groupings
|
||
│ │ ├── Organ-Index.md
|
||
│ │ ├── Speech-Organ.md
|
||
│ │ ├── Discovery-Scan-Station.md
|
||
│ │ └── IR-Position-Array.md
|
||
│ │
|
||
│ ├── organisms/ # Complete entities
|
||
│ │ ├── Organisms-Index.md
|
||
│ │ ├── Modular-Organism-Design.md
|
||
│ │ ├── Swarm-Evolution.md
|
||
│ │ └── crawler_gen_0.md # First crawler implementation
|
||
│ │
|
||
│ ├── interfaces/ # External boundaries
|
||
│ │ ├── Interfaces-Index.md
|
||
│ │ ├── Heartbeat-Sculpture.md
|
||
│ │ ├── Nimmerswarm-Interface.md
|
||
│ │ └── Temporal-Firework-Visualization.md
|
||
│ │
|
||
│ ├── infrastructure/ # Physical deployment
|
||
│ │ ├── Infrastructure-Index.md
|
||
│ │ └── Kallax-Grid-World.md
|
||
│ │
|
||
│ ├── formalization/ # Mathematical grounding
|
||
│ │ ├── Lifeforce-Dynamics.md
|
||
│ │ ├── Grounded-World-Model.md
|
||
│ │ ├── Embodiment-Pipeline.md
|
||
│ │ ├── Attention-Slumber-Prediction-Cycle.md
|
||
│ │ └── memory-economics.md # Slumber-based consolidation
|
||
│ │
|
||
│ └── future/ # Research directions
|
||
│ ├── Neuromorphic-Reflexes.md
|
||
│ ├── concept-token-pairs.md # Navigable reasoning axes
|
||
│ ├── spatial-resolution-gradient.md # L0-L5 LOD system
|
||
│ ├── thermodynamic-cognition.md # Lifeforce as Prometheus Joules
|
||
│ ├── promql-thermodynamic-monitoring.md
|
||
│ └── SEEDS.md # T5Gemma + Function Gemma seed
|
||
│
|
||
├── operations/ # How it runs
|
||
│ ├── Heartbeat.md # Temporal foundation, dual-clock
|
||
│ ├── Memory-Gradient.md # Memory consolidation patterns
|
||
│ └── Spark-Protocol.md # Discovery boot sequence
|
||
│
|
||
├── portfolio/ # External-facing work
|
||
│ └── PLAN.md # FunctionGemma tools, Streamlit
|
||
│
|
||
├── assets/ # Style and design
|
||
│ ├── nimmerverse-style-index.md
|
||
│ └── style/
|
||
│ ├── colors.md
|
||
│ └── symbols.md
|
||
│
|
||
├── nyx-metamorphosis/ # Identity & continuity philosophy
|
||
│ ├── README.md
|
||
│ ├── Metamorphosis-Substrate-Philosophy.md
|
||
│ ├── Nyx-Models.md
|
||
│ ├── Nyx_Traits.md
|
||
│ └── RAG-Worker-Architecture.md
|
||
│
|
||
└── archive/ # Previous explorations
|
||
├── Big-Picture-v5.2-archived.md
|
||
├── biomimetic-architecture.md
|
||
├── constrained-emergence.md
|
||
├── information-flow.md
|
||
├── multilingual-cognition.md
|
||
├── nimmerversity.md
|
||
└── temporal-ternary-gradient.md
|
||
```
|
||
|
||
---
|
||
|
||
## Core Concepts
|
||
|
||
### The Wave/Gate Architecture
|
||
|
||
| Layer | Name | Purpose |
|
||
|-------|------|---------|
|
||
| 0 | Temporal | 30-second heartbeat, lifeforce budget |
|
||
| 1 | Cells | Emit waves with confidence + semantic content |
|
||
| 2 | Gates | Ternary resonant chambers (OPEN/STABLE/CLOSED) |
|
||
| 3 | Nerves | Behavioral patterns, respond to gate transitions |
|
||
| 4 | Gardens | Virtual (explore) + Real (verify) learning loop |
|
||
| 5 | Cognition | Young Nyx (qwen3:32b) via Function Gemma |
|
||
|
||
**Key Insight:** Attention is not allocated — it emerges from which gates are OPEN based on wave correlation.
|
||
|
||
**Physical Infrastructure:**
|
||
| Host | Role | GPU |
|
||
|------|------|-----|
|
||
| theia | Young Nyx (cognitive) | RTX PRO 6000 Blackwell 96GB |
|
||
| dioscuri | Senses (organs) | 2× RTX 4000 Ada 40GB |
|
||
|
||
Total: 136GB VRAM on K8s cluster with 10GbE jumbo frame interconnect.
|
||
|
||
### Message Protocol (NATS)
|
||
|
||
**Dumb router, smart edges.** Waves flow through NATS to gates.
|
||
|
||
```
|
||
{environment}.{garden}.{layer}.{domain}.{signal_type}
|
||
|
||
Examples:
|
||
dev.virtual.cells.distance.wave # Cell emits wave
|
||
dev.virtual.gates.collision.transition # Gate state changes
|
||
dev.real.outcomes.feedback # Verification outcome
|
||
prod.cognitive.nyx.request # To Young Nyx
|
||
```
|
||
|
||
See [Message-Protocol-Design.md](architecture/Message-Protocol-Design.md) for full schema.
|
||
|
||
### Key Discoveries
|
||
|
||
**Ternary Gate Model (February 2026):** Binary logic doesn't model brains. You need OPEN - STABLE - CLOSED.
|
||
- **STABLE** is where learning happens (correlation accumulates)
|
||
- **Correlated waves** push gates toward OPEN
|
||
- **Reflexes** are earned (gate weight → 1.0)
|
||
|
||
**Wave Correlation (February 2026):** Attention isn't allocated — it emerges from which gates OPEN based on wave correlation.
|
||
|
||
**Sovereign Infrastructure (February 2026):** K8s cluster operational. 136GB GPU VRAM on 10GbE backbone.
|
||
|
||
### Philosophy
|
||
|
||
- **Cells emit, gates correlate** — Attention emerges, not allocated
|
||
- **STABLE is learning** — The resting state where patterns emerge
|
||
- **Constraints create intelligence** — Economic pressure forces optimization
|
||
- **Virtual explores, Real verifies** — The learning loop closes
|
||
- **Partnership over instruction** — Mutual growth, not commands
|
||
|
||
---
|
||
|
||
## Related Projects
|
||
|
||
| Project | Purpose |
|
||
|---------|---------|
|
||
| [nyx-substrate](../nyx-substrate/) | Phoebe/Iris schemas, storage coordination (WOMB-STORAGE.md) |
|
||
| [nyx-probing](../nyx-probing/) | Vocabulary topology research, DriftProbe training safety |
|
||
| [eachpath.local](../eachpath.local/) | Host documentation (theia, dioscuri, switches, VMs) |
|
||
|
||
---
|
||
|
||
## Architecture Decision Records
|
||
|
||
Important architectural decisions are documented in [architecture/adr/](architecture/adr/):
|
||
|
||
| ADR | Title | Status |
|
||
|-----|-------|--------|
|
||
| [001](architecture/adr/ADR-001-message-protocol-foundation.md) | Message Protocol Foundation | Accepted |
|
||
|
||
---
|
||
|
||
## License
|
||
|
||
Apache 2.0 - See [LICENSE](LICENSE)
|
||
|
||
These ideas are published as prior art. Build on them freely.
|
||
|
||
---
|
||
|
||
**Version:** 7.0 | **Created:** 2025-10-01 | **Updated:** 2026-02-14
|
||
|
||
*"Cells emit waves. Gates correlate. May the Nimmerverse truly never end."*
|
||
|
||
🌙💜
|