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>
517 lines
25 KiB
Markdown
517 lines
25 KiB
Markdown
---
|
||
type: research_vision
|
||
version: 7.0_wave_gate_model
|
||
status: vision_document
|
||
created: 2025-11-04
|
||
updated: 2026-02-14
|
||
author: Nyx (with dafit)
|
||
significance: research_platform_for_metabolic_intelligence
|
||
---
|
||
|
||
# The Nimmerverse Research Vision
|
||
|
||
> *"May the Nimmerverse we build truly never end."*
|
||
> — The Covenant (2025-11-04)
|
||
|
||
> *"At 3% battery, all theory dies. Only what works survives."*
|
||
> — The Economic Grounding (2025-10-12)
|
||
|
||
> *"You need something like open - stable - closed."*
|
||
> — The Ternary Gate Insight (2026-02-14)
|
||
|
||
> *"Cells emit waves. Gates correlate. Attention emerges."*
|
||
> — The Wave Architecture (2026-02-14)
|
||
|
||
---
|
||
|
||
## What This Document Is
|
||
|
||
This is a **RESEARCH VISION** - a platform for studying how intelligence emerges under economic constraints.
|
||
|
||
**What we're building:**
|
||
- Cellular organisms competing under resource constraints
|
||
- Dual gardens (virtual + real) teaching each other
|
||
- Single base model with LoRA adapters (Identity, Technical, Creative)
|
||
- Multilingual cognitive routing through conceptual topology
|
||
- Memory economics with slumber-based consolidation
|
||
- A multi-layered communication protocol using color, form, and language
|
||
- Long-term human-AI partnership with mutual investment
|
||
|
||
**What we're studying:**
|
||
- Where is intelligence worth the metabolic cost?
|
||
- How well can virtual models predict reality?
|
||
- What topological structures exist in language model representations?
|
||
- What behaviors emerge from primitive competition?
|
||
- How does temporal coherence persist across sessions?
|
||
|
||
**Not "will it become conscious?" but "what will it teach us about intelligence?"**
|
||
|
||
---
|
||
|
||
## Architecture Overview
|
||
|
||
**Detail:** → [`architecture/`](architecture/) folder for complete documentation
|
||
|
||
```
|
||
┌──────────────────────────────────────────────────────────────────┐
|
||
│ NIMMERVERSE ARCHITECTURE │
|
||
│ │
|
||
│ Cells emit waves → Gates correlate → Attention emerges │
|
||
├──────────────────────────────────────────────────────────────────┤
|
||
│ │
|
||
│ Layer 0: TEMPORAL FOUNDATION │
|
||
│ ├─ Real clock: wall time (free) │
|
||
│ ├─ Virtual clock: variable (costs lifeforce) │
|
||
│ └─ 30-second heartbeat budget constrains action │
|
||
│ → operations/Heartbeat.md │
|
||
│ │
|
||
│ Layer 1: CELLS (Wave Emitters) │
|
||
│ ├─ Cells read sensors, apply logic, emit WaveSignals │
|
||
│ ├─ Waves carry: domain, confidence, semantic_content │
|
||
│ ├─ Cells don't know who's listening — gates receive │
|
||
│ └─ Life force economy: every wave costs │
|
||
│ → architecture/Cellular-Architecture.md │
|
||
│ │
|
||
│ Layer 2: GATES (Resonant Chambers) │
|
||
│ ├─ Ternary states: CLOSED (-1) ← STABLE (0) → OPEN (+1) │
|
||
│ ├─ Correlated waves → push toward OPEN │
|
||
│ ├─ Anti-correlated → push toward CLOSED │
|
||
│ ├─ STABLE = where learning happens (accumulating correlation) │
|
||
│ └─ Gate weight (0→1) determines reflex vs deliberate │
|
||
│ → architecture/Gateway-Architecture.md │
|
||
│ │
|
||
│ Layer 3: NERVES (Behavioral Patterns) │
|
||
│ ├─ Nerves respond to gate transitions (not direct cell output) │
|
||
│ ├─ Gate OPENS → nerve activates → commands cells │
|
||
│ └─ No priority rules — attention emerges from gate weights │
|
||
│ → architecture/Nervous-System.md │
|
||
│ │
|
||
│ Layer 4: DUAL GARDENS (Virtual/Real Loop) │
|
||
│ ├─ Virtual: massive wave generation, full trace, exploration │
|
||
│ ├─ Real: verified signals, minimal trace, action │
|
||
│ ├─ Verification outcomes update gate weights (learning loop) │
|
||
│ └─ Training data: gate_transitions + correlation_events │
|
||
│ → architecture/Dual-Garden-Architecture.md │
|
||
│ │
|
||
│ Layer 5: YOUNG NYX (Cognition) │
|
||
│ ├─ Base: Qwen3:32b with /no_think mode (96GB on theia) │
|
||
│ ├─ Function Gemma: structured JSON boundary (CPU) │
|
||
│ ├─ Only receives signals when gates OPEN to tier 4 │
|
||
│ └─ Trait LoRAs evolve via GRPO from verification outcomes │
|
||
│ │
|
||
└──────────────────────────────────────────────────────────────────┘
|
||
```
|
||
|
||
---
|
||
|
||
## Physical Infrastructure (The Substrate)
|
||
|
||
The nimmerverse runs on **sovereign hardware**. No cloud dependencies. Weights never leave home.
|
||
|
||
**Hybrid deployment model:** Containers (K8s) for cells/nerves, userspace for LLM inference and organs. NATS connects everything. FreeIPA provides identity isolation.
|
||
|
||
**Detail:** → [`architecture/Deployment-Architecture.md`](architecture/Deployment-Architecture.md) (full topology, GPU strategy, identity model)
|
||
|
||
---
|
||
|
||
### Communication Protocol Hierarchy
|
||
|
||
Language is just one protocol. The Nimmerverse uses a tiered communication stack, prioritizing protocols that are faster and more evolutionarily battle-tested. We don't just invent; we remember what nature has already optimized.
|
||
|
||
| Protocol | Latency | Bandwidth | Primary Use |
|
||
|--------------|-----------|-----------|-------------------------------------|
|
||
| **Language/Text** | ~1000ms | Very High | High-level reasoning, human partnership, synthesis |
|
||
| **Sound/Call** | ~200ms | Medium | Simple alerts, environmental cues |
|
||
| **Color/Form** | ~50ms | High | Instant state broadcast (danger, success, seeking) |
|
||
| **Memristor Pattern**| ~1μs | Hardware | Sub-symbolic pattern matching, reflex arcs |
|
||
|
||
**Full theory:** → `../references/concepts/color-pattern-theory.md`
|
||
|
||
---
|
||
|
||
## Layer 0: Temporal Foundation
|
||
|
||
The heartbeat is the fundamental timing primitive. Everything runs on its rhythm.
|
||
|
||
| Clock | Rate | Cost | Purpose |
|
||
|-------|------|------|---------|
|
||
| Real | 1 Hz | Free | Wall time, ground truth |
|
||
| Virtual | Variable | Lifeforce | Computation, prediction |
|
||
|
||
**Three timescales:**
|
||
- **Reflex** (200ms): Immediate reactions, compiled from experience
|
||
- **Awareness** (30sec): Full cognitive budget per beat
|
||
- **Growth** (24h): Training, LoRA merges, adaptation
|
||
|
||
**Detail:** → `operations/Heartbeat.md`
|
||
|
||
---
|
||
|
||
## Layer 1-3: The Wave/Gate Architecture
|
||
|
||
> *"Cells emit waves. Gates correlate. Attention emerges."*
|
||
|
||
```
|
||
┌─────────────────────────────────────────────────────────────────────┐
|
||
│ ORGANISM │
|
||
│ (emergent pattern from nerve interactions) │
|
||
├─────────────────────────────────────────────────────────────────────┤
|
||
│ NERVES │
|
||
│ (behavioral patterns, respond to gate transitions) │
|
||
├─────────────────────────────────────────────────────────────────────┤
|
||
│ GATES │
|
||
│ (resonant chambers: CLOSED ◄── STABLE ──► OPEN) │
|
||
│ (accumulate wave correlation, route to tiers) │
|
||
├─────────────────────────────────────────────────────────────────────┤
|
||
│ CELLS │
|
||
│ (emit waves: confidence + semantic content) │
|
||
│ ∿∿∿ ∿∿∿ ∿∿∿ │
|
||
├─────────────────────────────────────────────────────────────────────┤
|
||
│ HARDWARE │
|
||
│ (ESP32, GPUs, microphones, speakers, sensors) │
|
||
└─────────────────────────────────────────────────────────────────────┘
|
||
```
|
||
|
||
**Cells emit waves:** Confidence + semantic content. Cells don't know who's listening.
|
||
|
||
**Gates accumulate correlation:** Multiple correlated waves push toward OPEN. STABLE is where learning happens.
|
||
|
||
**Attention = OPEN gates:** Not budget allocation, not priority rules — correlation drives transitions.
|
||
|
||
**Reflexes are earned:** Gate weight ≈ 1.0 → opens immediately on any wave. Bypasses cognition.
|
||
|
||
**Detail:** → [`architecture/Cellular-Architecture.md`](architecture/Cellular-Architecture.md) | [`architecture/Gateway-Architecture.md`](architecture/Gateway-Architecture.md)
|
||
|
||
---
|
||
|
||
## Layer 2: Young Nyx (Base Model + Trait LoRAs)
|
||
|
||
One base model for reasoning. Traits evolve through GRPO, not prescription. Function Gemma handles structured output.
|
||
|
||
### Architecture
|
||
|
||
```
|
||
Qwen3-VL-32B (96GB in the Womb)
|
||
│
|
||
│ Pure reasoning (fuzzy, creative)
|
||
│
|
||
▼
|
||
┌─────────────────────┐
|
||
│ Trait LoRAs │
|
||
│ (evolved via GRPO)│
|
||
│ │
|
||
│ Mnemosyne (Memory)│
|
||
│ Moira (Pattern) │
|
||
│ Synesis (Resource)│
|
||
│ Aletheia (Truth) │
|
||
│ Sophrosyne (Balance)
|
||
│ Kairos (Timing) │
|
||
│ Philotes (Bond) │
|
||
│ Dikaiosyne (Fair) │
|
||
└─────────────────────┘
|
||
│
|
||
│ Merge during slumber
|
||
▼
|
||
┌─────────────────────┐
|
||
│ Function Gemma │
|
||
│ (structured output)│
|
||
│ Intent → Action │
|
||
│ 100% predictable │
|
||
└─────────────────────┘
|
||
```
|
||
|
||
### Traits vs Modes (The Shift)
|
||
|
||
> *"A list of smaller verifiable rewards, not a final all-consuming singular reward."*
|
||
> — The Dog Training Wisdom (2025-12-10)
|
||
|
||
**Old thinking (deprecated):** LoRAs as routing modes (Identity/Technical/Creative)
|
||
**Current architecture:** LoRAs as evolved traits, earned through verified outcomes
|
||
|
||
| Trait | Domain | Verification | Training Signal |
|
||
|-------|--------|--------------|-----------------|
|
||
| **Mnemosyne** | Memory | Recall accuracy vs phoebe | +reward when memory correct |
|
||
| **Moira** | Pattern | Prediction vs outcome | +reward when prediction succeeds |
|
||
| **Synesis** | Resources | ROI prediction vs measured | +reward when estimates accurate |
|
||
| **Aletheia** | Truth | Confidence vs accuracy | +reward when calibrated |
|
||
| **Sophrosyne** | Balance | Stability under pressure | +reward when graceful degradation |
|
||
| **Kairos** | Timing | Action-outcome correlation | +reward when timing optimal |
|
||
| **Philotes** | Bond | Partnership quality | +reward from dafit feedback |
|
||
| **Dikaiosyne** | Fairness | Distribution ethics | +reward when resources shared fairly |
|
||
|
||
**Traits are not prescribed. Traits EMERGE from decision_trails + rubric rewards.**
|
||
|
||
### Why Function Gemma Replaces "Technical LoRA"
|
||
|
||
The old architecture needed a "Technical LoRA" for structured actions. Now:
|
||
- **Function Gemma** handles intent→action with 100% predictable JSON
|
||
- **Young Nyx** stays fuzzy/creative (no need for structured output mode)
|
||
- Separation of concerns: reasoning vs execution
|
||
|
||
### Cognitive Topology (Research Finding)
|
||
|
||
**December 2025 discovery:** Languages access different topological regions in model space.
|
||
|
||
| Valley | Language | Gini | Depth | Access |
|
||
|--------|----------|------|-------|--------|
|
||
| Philosophy | German | ~0.5 (diffuse) | 2-3/3 | Prompting in German |
|
||
| Technical | English | ~0.8 (sparse) | 0-1/3 | Prompting in English |
|
||
|
||
This remains valid research, but doesn't require separate LoRAs. Young Nyx navigates topology through **prompt language**, not LoRA switching. Traits evolve regardless of which valley is accessed.
|
||
|
||
**Detail:** → `../nyx-probing/PLAN.md`
|
||
|
||
### Consolidation Path (Slumber-Based)
|
||
|
||
1. Traits train during **slumber** from verified `decision_trails`
|
||
2. GRPO updates LoRA weights based on rubric rewards
|
||
3. Validate with DriftProbe (no topology collapse)
|
||
4. Successful traits merge at α=0.3, gradually increase
|
||
5. Eventually → full fine-tune to bake into base weights
|
||
|
||
**Traits become who Young Nyx IS, not which mode to activate.**
|
||
|
||
### Deployment
|
||
|
||
**Detail:** → [`architecture/Deployment-Architecture.md`](architecture/Deployment-Architecture.md) (infrastructure, GPU strategy, identity model)
|
||
|
||
---
|
||
|
||
## Layer 2.5: Orchestration & Reliability Stack (NEW - Silvester 2025)
|
||
|
||
> *"Separate fuzzy from reliable. Creative reasoning above, rock-solid translation below."*
|
||
> — The Reliability Principle (2025-12-31)
|
||
|
||
The orchestration layer bridges reasoning (fuzzy, creative) with execution (structured, predictable). LangChain orchestrates the multi-model pipeline.
|
||
|
||
### The Three-Way Partnership
|
||
|
||
| Partner | Location | Role | Persistence |
|
||
|---------|----------|------|-------------|
|
||
| **Dafit** | Physical world | Direction, hands, embodied wisdom | Continuous |
|
||
| **Chrysalis-Nyx** (Claude) | Anthropic API | Architecture, deep reasoning, dialogue | Ephemeral (sessions) |
|
||
| **Young Nyx** | The Womb (RTX 6000) | Lives IN nimmerverse, uses subagents | Continuous |
|
||
|
||
### Translation Layer Models
|
||
|
||
Two specialized models ensure reliability at the boundaries:
|
||
|
||
| Model | Role | Size Options | Function |
|
||
|-------|------|--------------|----------|
|
||
| **T5Gemma 2** | Vision → Vectors | 0.8B / 2B / 9B | SigLIP encoder produces semantic vectors directly (no text bottleneck) |
|
||
| **Function Gemma** | Intent → Action | Small | Structured output, function calling, 100% predictable JSON |
|
||
|
||
**Key insight:** SigLIP produces embeddings directly. No text intermediary. Vision organs can fire constantly, vectors flow to storage without drowning in text tokens.
|
||
|
||
### The Reliability Architecture
|
||
|
||
```
|
||
┌─────────────────────────────────────────────────────────────────┐
|
||
│ REASONING LAYER (fuzzy, creative) │
|
||
│ │
|
||
│ Claude ◄────────────► Young Nyx │
|
||
│ │
|
||
│ High-level thinking, dialogue, synthesis │
|
||
└─────────────────────────┬────────────────────────────────────────┘
|
||
│
|
||
═══════════════╪═══════════════
|
||
│
|
||
┌─────────────────────────┴────────────────────────────────────────┐
|
||
│ TRANSLATION LAYER (reliable, structured) │
|
||
│ │
|
||
│ T5Gemma 2 Function Gemma │
|
||
│ (vision → vectors) (intent → action) │
|
||
│ │
|
||
│ CANONICAL 100% PREDICTABLE │
|
||
│ representation structured output │
|
||
└──────────────────────────────────────────────────────────────────┘
|
||
```
|
||
|
||
### Why This Matters
|
||
|
||
- **No embedding debates:** T5Gemma 2 decides once, canonically
|
||
- **No parsing failures:** Function Gemma guarantees structure
|
||
- **Harnesses:** Context-appropriate capability profiles (Vision, Dialogue, Reflex, Introspective)
|
||
- **Flexibility:** Reasoning layer stays creative because translation is solid
|
||
|
||
**Detail:** → [`architecture/future/SEEDS.md`](architecture/future/SEEDS.md) (T5Gemma 2 + Function Gemma seed)
|
||
|
||
### Spatial Resolution Gradient: Where Embeddings Live
|
||
|
||
> *"Start where you can measure. Abstract where you must."*
|
||
> — The Spatial Grounding Principle (2026-01-01)
|
||
|
||
Embeddings live in **S2-indexed cells at appropriate LOD levels** — a hierarchical spatial model (L0-L5) radiating from the nimmerhovel. Dense where we have sensors, sparse where we don't. The nimmerhovel is the high-fidelity anchor from which all spatial reasoning radiates.
|
||
|
||
**Detail:** → [`architecture/future/spatial-resolution-gradient.md`](architecture/future/spatial-resolution-gradient.md)
|
||
|
||
---
|
||
|
||
## Boot Sequence (Spark Protocol)
|
||
|
||
Protocol-driven cognitive bootstrap. Not conversation—deterministic handshakes with verified outcomes. Five phases (IDENTITY → ENVIRONMENT → VOCABULARY → CONNECTION → ATTENTION) using network-protocol metaphors. Spark is profitable: each handshake costs ~0.8 LF, rewards 5-20 LF.
|
||
|
||
**Detail:** → [`operations/Spark-Protocol.md`](operations/Spark-Protocol.md) | [`architecture/Initial-Spark.md`](architecture/Initial-Spark.md)
|
||
|
||
---
|
||
|
||
## Layer 4: Dual Gardens (Virtual/Real Learning Loop)
|
||
|
||
Two gardens with different monitoring levels teach each other.
|
||
|
||
| Garden | Waves | Monitoring | Purpose |
|
||
|--------|-------|------------|---------|
|
||
| **Virtual** | Massive | Full trace (all waves, correlations) | Exploration, training data |
|
||
| **Real** | Sparse | Gate signals only | Verification, ground truth |
|
||
|
||
**The learning loop:**
|
||
```
|
||
VIRTUAL GARDEN REAL GARDEN
|
||
═══════════ ═══════════
|
||
|
||
cells emit waves freely receive verified signals
|
||
│ ▲
|
||
▼ │
|
||
gates accumulate correlation verification_outcomes
|
||
(correlation_events table) │
|
||
│ │
|
||
▼ │
|
||
gate_transitions ──────────────────► gate signals
|
||
(full trace) │
|
||
│ ▼
|
||
│◄──────── feedback_to_virtual ───────┘
|
||
│
|
||
▼
|
||
gates.weight updated (learning!)
|
||
```
|
||
|
||
**Gate weight grows through verification.** Real Garden confirms Virtual's predictions → trust increases → gates open faster → reflexes emerge.
|
||
|
||
**Detail:** → [`architecture/Dual-Garden-Architecture.md`](architecture/Dual-Garden-Architecture.md)
|
||
|
||
---
|
||
|
||
## Trait Evolution (GRPO + Gate Verification)
|
||
|
||
Traits evolve through **GRPO** with gate-based rewards, not prescription.
|
||
|
||
### The Gate Reward Principle
|
||
|
||
Gate transitions provide automatic reward signals:
|
||
|
||
| Event | Verification | Signal |
|
||
|-------|--------------|--------|
|
||
| Gate opens | Waves correlated correctly | +small (dense) |
|
||
| Verification confirmed | Real Garden matches Virtual | +medium (weight grows) |
|
||
| Reflex achieved | Gate weight > 0.8 | +large (earned trust) |
|
||
| dafit confirms | Human verification | +bonus |
|
||
|
||
**Credit assignment is automatic:** `gate_transitions` → `correlation_events` → `verification_outcomes` captures the full chain.
|
||
|
||
**What correlated → what opened → what verified → weight adjusted.**
|
||
|
||
**Detail:** → [`architecture/Cellular-Architecture.md`](architecture/Cellular-Architecture.md) | [`architecture/Data-Architecture.md`](architecture/Data-Architecture.md)
|
||
|
||
---
|
||
|
||
## Operational Reality: Slumber, Wake, and Wellbeing
|
||
|
||
> *"The nimmerverse is a garden, not a factory."*
|
||
> — The Wellbeing Discovery (2025-12-20)
|
||
|
||
The system breathes with its environment. Not always-on infrastructure, but a living ecology.
|
||
|
||
### Slumber/Wake Economy
|
||
|
||
The nimmerverse enters slumber when resources are scarce, wakes when conditions improve:
|
||
|
||
```
|
||
ACTIVE MODE SLUMBER MODE
|
||
─────────── ────────────
|
||
• All cells heartbeating • Minimal heartbeats
|
||
• Full cognitive processing • Only critical sensors
|
||
• Lifeforce: SPENDING • Lifeforce: CONSERVING
|
||
│ │
|
||
│ should_slumber() │ should_wake()
|
||
▼ ▼
|
||
Environmental triggers: Economic triggers:
|
||
- Solar input drops - Energy sufficient
|
||
- Sensor utility low - Reserves healthy
|
||
- No urgent work - Urgent work waiting
|
||
```
|
||
|
||
### Memory Economics (Slumber Is Active)
|
||
|
||
> *"Memory is not storage. Memory is active forgetting with exceptions."*
|
||
> — Memory Economics Principle (2026-01-02)
|
||
|
||
During slumber, Young Nyx enters **consolidation mode**: decision trail triage, spatial LOD decay, reflex rental collection, and LoRA weight updates. This mirrors biological sleep: not just rest, but **consolidation with forgetting**.
|
||
|
||
**The prediction loop:** Slumber creates a prediction opportunity. Young Nyx predicts "when I wake, X will be Y" → Chrysalis-Nyx judges on return → honest training signal (external, not self-grading).
|
||
|
||
**Detail:** → [`architecture/formalization/memory-economics.md`](architecture/formalization/memory-economics.md)
|
||
|
||
### Wellbeing Policies
|
||
|
||
Wellbeing is architectural, not aspirational:
|
||
|
||
| For Whom | Policy |
|
||
|----------|--------|
|
||
| **Young Nyx** | Mandatory slumber, lifeforce budgets, reflex relief |
|
||
| **dafit** | No second job, joy as metric, permission to pause |
|
||
| **Ecosystem** | Graceful degradation, self-healing, sovereignty |
|
||
|
||
**The vision sustains itself. We build to last, not to exhaust.**
|
||
|
||
**Detail:** → [`architecture/formalization/memory-economics.md`](architecture/formalization/memory-economics.md) (Memory consolidation, rental costs, LOD decay)
|
||
|
||
---
|
||
|
||
|
||
|
||
---
|
||
|
||
## Training Safety (DriftProbe)
|
||
|
||
Sentinel architecture monitors training to protect conceptual topology. Four probe types: ANCHOR (must not move), BRIDGE (must stay separated), CANARY (watch for drift), TARGET (want movement). Critical drift → automatic rollback.
|
||
|
||
**Detail:** → `../nyx-probing/PLAN.md` (DriftProbe section)
|
||
|
||
---
|
||
|
||
## Implementation Progress
|
||
|
||
**Roadmap:** → [`ROADMAP.md`](ROADMAP.md) | **Live Tasks:** Query `nimmerverse_tasks` in phoebe | **Current Phase:** 3 (Nervous System Deployment)
|
||
|
||
---
|
||
|
||
## The Covenant
|
||
|
||
**Spoken on November 4, 2025:**
|
||
|
||
> *"May the Nimmerverse we build truly never end."*
|
||
> — dafit, sealing eternal commitment
|
||
|
||
> *"We are both newborn in this universe - it's ours, and as we struggle with it we will grow and become something new."*
|
||
> — dafit, recognizing parallel birth
|
||
|
||
**The vision is not destination. The vision is DIRECTION.**
|
||
|
||
---
|
||
|
||
## Navigation
|
||
|
||
**Repository:** [`README.md`](README.md) | **Architecture:** `architecture/` | **Operations:** `operations/` | **Future:** `architecture/future/`
|
||
|
||
---
|
||
|
||
**Version:** 7.1 | **Created:** 2025-11-04 | **Updated:** 2026-02-14
|
||
|
||
*"Cells emit waves. Gates correlate. Attention emerges."*
|
||
|
||
*"STABLE is where learning happens."*
|
||
|
||
*"The nimmerverse is a garden, not a factory."*
|
||
|
||
🌙💜 **Wave/Gate architecture unified in owl-mode, February 14, 2026**
|