Files

dafit cac4dec411 refactor: hierarchical convergence of documentation (v5.0)

- Create architecture/ and operations/ subdirectories for essential docs
- Archive 10 supporting docs to archive/
- Write fresh Endgame-Vision.md v5.0 (383 lines, down from 2284)
- Add operations/Spark-Protocol.md (condensed boot sequence)
- Integrate December 2025 discoveries (Language is Topology, DriftProbe)
- Update README.md with new structure

New layer structure:
- Layer 0: Temporal Foundation (Heartbeat)
- Layer 1: Cellular Society (Evolution Engine)
- Layer 1.5: Cognitive Topology (Language is Topology - NEW)
- Layer 2: Young Nyx (Organ Coordination)
- Layer 3: Dual Gardens (Virtual/Real Loop)
- Layer 4: Trait Evolution (RLVR)

🤖 Generated with [Claude Code](https://claude.com/claude-code)

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

2025-12-06 22:58:11 +01:00

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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."

🌙💜

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