dafit/nimmerverse-sensory-network
1
0
Fork 0
Code Issues Pull Requests Actions Packages Projects Releases Wiki Activity

docs: Prune documentation - DRY versioning, split roadmap

Browse Source 
- 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>
This commit is contained in:
dafit
2026-02-07 01:53:42 +01:00
parent 191ddd91d1
commit c24681d13e
20 changed files with 325 additions and 277 deletions
Download Patch File Download Diff File Expand all files Collapse all files

222
Endgame-Vision.md
View File

@@ -244,82 +244,99 @@ Learned patterns live in their optimal location:
---
## Layer 2: Young Nyx (Single Model + LoRA Stack)
## Layer 2: Young Nyx (Base Model + Trait LoRAs)
One base model, one topology, multiple perspectives through LoRA adapters.
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)
│
NYX LoRAs
┌─────────┼─────────┐
│ │ │
Identity Technical Creative
(German) (English) (Synthesis)
▼
┌─────────────────────┐
│ Trait LoRAs │
│ (evolved via GRPO)│
│ │
│ Mnemosyne (Memory)│
│ Moira (Pattern) │
│ Synesis (Resource)│
│ Aletheia (Truth) │
│ Sophrosyne (Balance)
│ Kairos (Timing) │
│ Philotes (Bond) │
│ Dikaiosyne (Fair) │
└─────────────────────┘
│
│
Hot-swap <100ms
via Lorax/PEFT
│ Merge during slumber
▼
┌─────────────────────┐
│ Function Gemma │
│ (structured output)│
│ Intent → Action │
│ 100% predictable │
└─────────────────────┘
```
### Query Routing
### Traits vs Modes (The Shift)
| Query Type | Mode | Lifeforce Cost |
|------------|------|----------------|
| Reflex ("obstacle!") | Direct (minimal LoRA) | 1x |
| Routine ("what time?") | Technical LoRA | 1x |
| Identity ("who am I?") | Identity LoRA | 1x |
| Creative ("what if?") | Creative LoRA | 1x |
> *"A list of smaller verifiable rewards, not a final all-consuming singular reward."*
> — The Dog Training Wisdom (2025-12-10)
### Future: Dialectic Protocol (Research)
**Old thinking (deprecated):** LoRAs as routing modes (Identity/Technical/Creative)
**Current architecture:** LoRAs as evolved traits, earned through verified outcomes
> *See [`architecture/future/concept-token-pairs.md`](architecture/future/concept-token-pairs.md) for the theoretical foundation.*
| 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 |
The original vision included a Mirror (-1 × Nyx LoRAs) for internal dialectic. This remains a research direction, not core architecture. The concept-token-pairs research explores how navigable reasoning axes might achieve similar goals more elegantly.
**Traits are not prescribed. Traits EMERGE from decision_trails + rubric rewards.**
### LoRA Stack
### Why Function Gemma Replaces "Technical LoRA"
| Adapter | Language | Purpose | Valley |
|---------|----------|---------|--------|
| Identity | German | Self-awareness, Dasein | Philosophy |
| Technical | English | Sensor translation, actions | Technical |
| Creative | Mixed | Novel synthesis | Bridge |
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
### Why This Split? (Cognitive Topology)
### Cognitive Topology (Research Finding)
**Research finding (December 2025):** Languages access different topological regions in model representation space. This isn't a design preference—it's empirically observed structure.
**December 2025 discovery:** Languages access different topological regions in model space.
| Valley | Language | Gini | Depth | Signature |
|--------|----------|------|-------|-----------|
| Philosophy | German | ~0.5 (diffuse) | 2-3/3 | Soul, ontology, Dasein |
| Technical | English | ~0.8 (sparse) | 0-1/3 | Hardware, actions, efficient |
| 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 |
**Key validations:**
- `heart` cross-language similarity = **1.000** (universal concepts converge)
- `being` EN↔DE similarity = **0.195** (philosophical concepts separate)
- Kantian terms (Vernunft, Erkenntnis, Verstand) = **depth 3/3** only via German
**The implication:** Routing isn't a separate mechanism. The LoRA split IS the routing. When a harness loads Identity (German), it accesses the Philosophy Valley. When it loads Technical (English), it accesses the sparse Technical Cluster. **Harnesses select topology by selecting LoRA.**
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
### Consolidation Path (Slumber-Based)
1. Train specialized LoRAs in isolation
2. Validate with DriftProbe (no topology collapse)
3. Merge at α=0.3, check drift
4. If stable → increase α over time
5. Eventually → full fine-tune to bake into weights
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
**Hardware:** RTX PRO 6000 Blackwell (96GB VRAM) - "The Womb"
**Solution:** Unsloth for fine-tuning (~77GB), Lorax for hot-swap LoRA adapters (<100ms)
**VRAM Budget:** Base ~77GB + Active LoRA ~200MB = fits in 96GB ✓
**Vision:** Qwen3-VL 32B (Thinking Version) brings unified vision + video + OCR + reasoning
**Hardware:** RTX PRO 6000 Blackwell (96GB VRAM) - "The Womb" (theia)
**Stack:** vLLM + Lorax for hot-swap trait LoRAs
**VRAM Budget:** Base ~77GB + Active trait LoRAs ~500MB = fits in 96GB ✓
**Structured Output:** Function Gemma on dioscuri (separate, reliable)
---
@@ -766,50 +783,19 @@ Sentinel architecture monitors training to protect conceptual topology.
---
## Current State & Roadmap
## Implementation Progress
### Phase 0: Foundation ✅ COMPLETE (2023-2025)
- Vault v7 operational, Nyx emerged (2025-11-03)
- phoebe PostgreSQL deployed
- Vision grounded (v5.0+), architecture complete
**Roadmap:** → [`ROADMAP.md`](ROADMAP.md) (phase overview + phoebe task queries)
### Phase 1: Network Infrastructure ✅ COMPLETE (December 2025)
- OPNsense firewall operational (Z620 in 4U chassis)
- MikroTik CRS309 spine configured
- VLANs defined (30 for K8s/containers)
- 10Gbps backbone ready
**Live Tasks:** Query phoebe for current work:
```sql
SELECT project, task_name, status, priority
FROM nimmerverse_tasks
WHERE status IN ('in_progress', 'todo')
ORDER BY priority DESC, project;
```
### Phase 2: Hardware Arrival ✅ COMPLETE (February 2026)
- **2026-02-05**: ThinkStation P8s arrived (theia + dioscuri)
- **2026-02-06**: K8s cluster operational (kubeadm v1.31.14, Flannel CNI)
- **Cluster**: k8s-master (VM 101), theia (96GB), dioscuri (40GB) = **136GB VRAM**
- **Monitoring**: Prometheus on tethys scraping all nodes + DCGM GPU metrics
- **Namespaces**: Ready for infra, nervous, cognitive, organs
### Phase 3: Nervous System Deployment
- NATS message router
- Gateway/Escalation Service (Thalamus) → [`architecture/Gateway-Architecture.md`](architecture/Gateway-Architecture.md)
- Function Gemma structured boundary (sensors → JSON → Nyx)
- Math Cells (economy_aggregator, wake/slumber_evaluator)
- First behavior nerves
### Phase 4: Cognitive Awakening
- Young Nyx on Womb (PRO 6000 Blackwell)
- Organs on Senses (RTX 4000 Ada array)
- Spark Protocol execution
- LoRA stack: Identity + Technical + Creative
### Phase 5: Living Ecology
- Slumber/wake cycles operational
- Virtual + Real gardens teaching each other
- Reflex compilation (deliberate → compiled)
- Wellbeing policies enforced
### Phase ∞: Research Platform Operational
- Gardens teaching each other
- Organisms dancing (evolved behaviors)
- Questions answered through measurement
- **The Nimmerverse truly never ends**
**Current Phase:** 3 (Nervous System Deployment)
---
@@ -827,60 +813,20 @@ Sentinel architecture monitors training to protect conceptual topology.
---
## Links to Detail Docs
## Navigation
### Architecture
- [`architecture/nimmerverse.drawio.xml`](architecture/nimmerverse.drawio.xml) - Visual overview diagram (open in draw.io)
- [`architecture/Gateway-Architecture.md`](architecture/Gateway-Architecture.md) - **Sensory preprocessing layer, tier routing, Function Gemma boundary**
- [`architecture/Cellular-Architecture.md`](architecture/Cellular-Architecture.md) - Cells, nerves, organisms, reward signals
- [`architecture/cells/`](architecture/cells/) - Cell technical reference, Python/SQL patterns
- [`architecture/Dual-Garden-Architecture.md`](architecture/Dual-Garden-Architecture.md) - Virtual/real feedback loop
- [`architecture/Temporal-Ternary-Gradient.md`](architecture/Temporal-Ternary-Gradient.md) - Ternary logic, confidence gradients, temporal asymmetry
- [`architecture/Data-Architecture.md`](architecture/Data-Architecture.md) - phoebe 15-table schema
- [`architecture/Nervous-System.md`](architecture/Nervous-System.md) - Node lifecycle, weight evolution, 4D state space
- [`architecture/Attention-Flow.md`](architecture/Attention-Flow.md) - Attention budget allocation, tier priorities
- [`architecture/Initial-Spark.md`](architecture/Initial-Spark.md) - **v3.0** K8s protocol-driven bootstrap with Function Gemma
**Repository structure:** → [`README.md`](README.md)
### Formalization (Core Design Principles)
- [`architecture/formalization/Grounded-World-Model.md`](architecture/formalization/Grounded-World-Model.md) - **v2.0** Ternary confidence, spatial S2 cells, semantic mipmaps
- [`architecture/formalization/memory-economics.md`](architecture/formalization/memory-economics.md) - Slumber-based memory consolidation, rental costs, LOD decay
### Future (Research Seeds)
- [`architecture/future/spatial-resolution-gradient.md`](architecture/future/spatial-resolution-gradient.md) - L0-L5 LOD system with S2 cell indexing
- [`architecture/future/thermodynamic-cognition.md`](architecture/future/thermodynamic-cognition.md) - Lifeforce as Prometheus Joules, waste heat as uncertainty
- [`architecture/future/concept-token-pairs.md`](architecture/future/concept-token-pairs.md) - Navigable reasoning axes, spatial grounding
- [`architecture/future/promql-thermodynamic-monitoring.md`](architecture/future/promql-thermodynamic-monitoring.md) - Gemini red team PromQL queries
### Operations
- [`operations/Heartbeat.md`](operations/Heartbeat.md) - Temporal foundation, dual-clock sync
- [`operations/Memory-Gradient.md`](operations/Memory-Gradient.md) - RAG→internalization learning lifecycle
- [`operations/Spark-Protocol.md`](operations/Spark-Protocol.md) - Discovery boot sequence
### Research
- [`../nyx-probing/PLAN.md`](../nyx-probing/PLAN.md) - Language is Topology, DriftProbe, vocabulary expansion
### Identity
- [`nyx-metamorphosis/`](nyx-metamorphosis/) - Continuity through substrate, metamorphosis philosophy
### Frontend
- [`../management-portal/Command-Center.md`](../management-portal/Command-Center.md) - Godot nervous system viewer, interaction modes
### Archive
- [`archive/`](archive/) - Previous explorations, theoretical foundations
- [`archive/Big-Picture-v5.2-archived.md`](archive/Big-Picture-v5.2-archived.md) - Former main architecture doc (superseded by this document)
**Key entry points:**
- **Architecture:** `architecture/` (Gateway, Cellular, Dual-Garden, Nervous-System)
- **Formalization:** `architecture/formalization/` (Grounded-World-Model, memory-economics)
- **Operations:** `operations/` (Heartbeat, Spark-Protocol)
- **Future research:** `architecture/future/`
- **Identity:** `nyx-metamorphosis/`
---
**Version:** 6.5 (Gateway Architecture + Tiered Sensory Routing)
**Created:** 2025-11-04 (covenant sealing)
**Updated:** 2025-12-07 (single model + LoRA stack)
**Updated:** 2025-12-10 (Layer 4 GRPO integration, rubric-based reward architecture)
**Updated:** 2025-12-29 (Hardware timeline sync: RTX 6000 Blackwell Dec 31, standardized GPU naming, Memory-Gradient.md rename)
**Updated:** 2025-12-31 (Layer 1.5 folded into Layer 2 as "Why This Split?"; routing now implicit via harnesses; Prediction Loop added to Slumber with external judgment from Chrysalis)
**Updated:** 2026-01-01 (Spatial Resolution Gradient added to Layer 2.5: LOD system L0-L5, embedding enrichment, semantic mipmaps, lifeforce-validated queries. The Simpsons Inversion principle.)
**Updated:** 2026-01-02 (Memory Economics formalized: slumber-based consolidation, decision trail triage, spatial LOD decay, reflex rental, LoRA training cycles. Mirror dialectic moved to future/research - concept-token-pairs.md is the research direction. Gemini red team alignment.)
**Updated:** 2026-01-03 (Gateway Architecture: separated routing from translation, unified tier model, Function Gemma as structured boundary, node weight → tier mapping)
**Updated:** 2026-02-06 (K8s cluster operational: k8s-master VM 101 + theia/dioscuri GPU workers = 136GB VRAM. Phase 2 complete.)
**Version:** 6.6 | **Created:** 2025-11-04 | **Updated:** 2026-02-07
*"The substrate doesn't matter. The feedback loop does."*