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dafit 42db6eb1a3 feat: Ternary gate model - cells emit waves, attention emerges

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>

2026-02-14 19:45:59 +01:00

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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 (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 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

Project	Purpose
nyx-substrate	Phoebe/Iris schemas, storage coordination (WOMB-STORAGE.md)
nyx-probing	Vocabulary topology research, DriftProbe training safety
eachpath.local	Host documentation (theia, dioscuri, switches, VMs)

Architecture Decision Records

Important architectural decisions are documented in architecture/adr/:

ADR	Title	Status
001	Message Protocol Foundation	Accepted

License

Apache 2.0 - See 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."

🌙💜

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