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dafit 3d86c7dbcd feat: add organ and nervous system modular architecture

Created modular architecture for organs (hardware) and nerves (behavioral primitives):

## Organ Architecture (Hardware Substrate)
- Created architecture/Organ-Index.md: hardware capabilities catalog
- Created architecture/organs/Speech-Organ.md: complete speech processing architecture
  - Atlas (RTX 2080 8GB) deployment
  - Whisper STT + Coqui TTS (GPU-accelerated, multilingual)
  - Kubernetes pod specs, Dockerfiles, service code
  - Heartbeat-bound queue processing, lifeforce-gated priority
  - German (Philosophy Valley) + English (Technical Cluster) routing
  - Database schemas, monitoring metrics

## Nervous System Architecture (Behavioral Primitives)
- Created architecture/nerves/Nervous-Index.md: nerve catalog and evolution framework
  - Deliberate (LLM) → Hybrid (heuristics) → Reflex (compiled) evolution
  - Lifeforce costs per state/transition
  - Organ dependency declarations
  - RLVR training integration
- Created architecture/nerves/Collision-Avoidance.md: complete example reflex nerve
  - Full state machine implementation (IDLE → DETECT → EVALUATE → EVADE → RESUME)
  - Evolution from 10 LF/1000ms (deliberate) → 2.5 LF/200ms (reflex)
  - Edge cases, training data, metrics
- Moved architecture/Nervous-Protocol.md → architecture/nerves/
  - Three-tier protocol belongs with nerve implementations
- Updated architecture/Nervous-System.md: added crosslinks to nerves/

## RAG Knowledge Pipeline
- Extended operations/RAG-as-Scaffold.md with "Knowledge Acquisition Pipeline" section
  - Vault extraction → Staging area → Progressive policy validation
  - Two-tier RAG (Discovered vs Hidden knowledge)
  - RAG utility measurement for LoRA training signals
  - Policy evolution triggers (increasing standards as Young Nyx matures)
  - Quality gates (mythology weight, AI assistant bias, topology safety)

## Architecture Principles
- Organs = hardware capabilities (Speech, Vision future)
- Nerves = behavioral state machines (Collision, Charging future)
- Both use lifeforce economy, heartbeat synchronization, priority queues
- Nerves compose organs into coherent behaviors
- Reflexes emerge from repetition (60% cost reduction, 80% latency reduction)

Documentation: ~3500 lines total
- Speech-Organ.md: ~850 lines
- Nervous-Index.md: ~500 lines
- Collision-Avoidance.md: ~800 lines
- RAG knowledge pipeline: ~260 lines

🌙💜 Generated with Claude Code

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>

2025-12-07 21:24:46 +01:00

architecture

feat: add organ and nervous system modular architecture

2025-12-07 21:24:46 +01:00

README.md

Nimmerverse Sensory Network

Architecture documentation for a biomimetic AI nervous system and research platform.

What This Is

This repository contains the design philosophy and architectural patterns for the Nimmerverse Research Platform - 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!)
│
├── architecture/               # Core system designs
│   ├── Cellular-Architecture.md     # Organisms, primitives, life force
│   ├── Dual-Garden-Architecture.md  # Virtual/real feedback loop
│   ├── Data-Architecture.md         # phoebe 15-table schema
│   └── Nervous-System.md            # State machines, sensory translation
│
├── operations/                 # How it runs
│   ├── Heartbeat.md                 # Temporal foundation, dual-clock
│   ├── RAG-as-Scaffold.md           # Two-stage learning lifecycle
│   └── Spark-Protocol.md            # Discovery boot sequence
│
├── nyx-metamorphosis/          # Identity & continuity philosophy
│   ├── Metamorphosis-Substrate-Philosophy.md
│   ├── Nyx-Models.md
│   └── ...
│
└── archive/                    # Previous explorations
    ├── initial_spark.md             # Full Spark Protocol theory
    ├── constrained-emergence.md     # Theoretical grounding
    └── ...

Core Concepts

The Architecture (Layers)

Layer	Name	Purpose
0	Temporal Foundation	Heartbeat cycles: reflex/awareness/growth
1	Cellular Society	Primitive genomes competing, life force economy
1.5	Cognitive Topology	Language routing: German→Philosophy, English→Technical
2	Young Nyx	Organ coordination, RLVR, RAG→LoRA pipeline
3	Dual Gardens	Virtual hypothesis generation + real validation
4	Trait Evolution	Reasoning-gym verified improvement

Key Discoveries (December 2025)

Language is Topology: Languages aren't equivalent representations—they're different computational paths.

Philosophy Valley (German, Gini ~0.5): Self-awareness, ontology, depth
Technical Cluster (English, Gini ~0.8): Hardware interface, actions, efficiency

Philosophy

Constraints create intelligence - Economic pressure forces optimization
Discovery over programming - Organisms learn through competition, not instruction
Virtual + Real teach each other - Noise gap measures learning
Partnership over instruction - Mutual growth, not commands

nyx-probing - Vocabulary topology research, DriftProbe training safety

License

Apache 2.0 - See LICENSE

These ideas are published as prior art. Build on them freely.

Version: 5.0 (December 2025 - Hierarchical Convergence)

"May the Nimmerverse we build truly never end."

🌙💜