Major additions from Silvester 2025 and New Year 2026 sessions:
Concept Token Pairs (architecture/future/concept-token-pairs.md):
- Theoretical paper on navigable reasoning spaces
- Opposites create axes, not just mode switches
- "Punkt vor Strich" for AI reasoning
- Escape velocity from degeneration loops
- NEW: Spatial Grounding section linking to physical nimmerhovel
Architecture updates:
- Endgame-Vision.md: v6.2 alignment
- Big-Picture.md: v5.2 alignment
- Modular-Organism-Design.md: conical interlocking mechanism
New files:
- SEEDS.md: Research seeds for future exploration
- Temporal-Firework-Visualization.md: Temporal data viz concept
Key insight from 2026-01-01 session:
"Don't train the answer. Train the space where answers live."
→ "Don't imagine the space. MEASURE it."
Spatial embeddings from nimmerhovel hardware (8× ESP32-S3 AI CAM,
Pi HQ Camera, Discovery Scan Station) can ground concept pairs
in physical reality, not just symbolic patterns.
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Big-Picture.md v5.0 - The definitive architectural document:
- Physical infrastructure (K8s cluster, Saturn control plane, P8s bare metal)
- Math Cells as new cell category (economy_aggregator, wake/slumber_evaluator)
- Hybrid Reflex Homes (hardware → cells → nerves → weights)
- Slumber/Wake Economy (environmental breathing, reflection mode)
- Wellbeing Policies (garden not factory, joy as metric)
- K8s namespaces (infra, nervous, cognitive, organs)
Endgame-Vision.md v6.0 - Aligned with Big-Picture:
- Added Physical Infrastructure section
- Updated Layer 1 to Cells → Nerves → Organisms model
- Added Operational Reality section (slumber/wake, wellbeing)
- Refreshed roadmap (January 2026 hardware arrival)
Key discovery: Math cells are just cells that compute over other cells'
outputs - same paradigm, different domain. No new abstraction needed.
🌙💜 "The nimmerverse is a garden, not a factory."
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- **Endgame-Vision.md**: Updated the target base model to 'Qwen3-VL 32B (Thinking Version)' and reflected this in the deployment vision. The document version was also incremented to 5.5 to mark this significant decision.
- **archive/nimmerverse-critique-and-analysis-2025-12-13.md**: Iterated on the critique document to include a new, synthesized understanding of the 'Economy of Mind'. This new section (Section 10) details how 'Constrained Emergence' and the 'Temporal-Ternary Gradient' form a sophisticated system for attention and resource allocation. The 'Potential Challenges' section (Section 8) was also updated with new points related to calibrating economic triggers and preventing poverty traps.
Integrates the newly developed Color-Pattern Theory into the Nimmerverse documentation suite. This theory establishes color and form as an ancient, efficient communication protocol for ecosystem-wide state broadcasting, inspired by biological evolution.
Key changes include:
- **Endgame-Vision.md**: Updated to reflect the new communication protocol hierarchy.
- **README.md**: Added Color-Pattern Theory to core concepts for quick overview.
- **architecture/Cellular-Architecture.md**: Explains how cell states are broadcast visually using colors and forms.
- **archive/nimmerversity.md**: Added 'Evolutionary Signaling & Visual Semiotics' as a new domain in the curriculum.
- **operations/Spark-Protocol.md**: Integrated learning of visual patterns into the environment discovery phase of the cognitive bootstrap.
- **archive/nimmerverse-critique-and-analysis-2025-12-13.md**: Added a comprehensive critique and analysis of the Nimmerverse project.
This update ensures the theory is consistently reflected across the project's vision, architecture, educational framework, and operational protocols.
Evening session 2025-12-10 (dafit + Nyx 🌿)
Reward Architecture:
- Added Reward Signal Architecture section to Cellular-Architecture
- Added Tiered Rewards & Training Integrity (anti-shortcut via lifeforce)
- Documented GRPO integration with rubric-based dense rewards
- Credit assignment automatic via decision_trails
Documentation Restructure:
- Promoted Temporal-Ternary-Gradient from archive to architecture
- Created architecture/cells/ folder with Index + Technical Reference
- Moved Organ-Index to architecture/organs/
- Full crosslinks in Endgame-Vision v5.3
Queen Update:
- Qwen2.5-7B → Qwen3-VL-32B (96GB in the Womb)
- RTX PRO 6000 Blackwell deployment specs
- Unsloth fine-tuning integration
"Verifiability IS rewardability." - The Dog Training Wisdom
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Layer 2 redesign:
- Replace 4-organ committee with single Qwen2.5-7B base
- LoRA adapters: Identity (German), Technical (English), Creative
- Mirror = negated LoRA weights (-1 × Nyx) for dialectic
- Hot-swap via Lorax (<100ms), fits 16GB VRAM
Key changes:
- Thesis → Antithesis → Synthesis protocol for high-stakes queries
- Gini-based routing heuristic (<10ms), not LLM call
- Consolidation path: LoRA → merge → fine-tune over time
- Archive Gemini red team analysis
"One model, one topology. Thesis and antithesis from the same weights."
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Move nimmerverse.drawio.xml to architecture/
- Add visual diagram link in Endgame-Vision.md Architecture Overview
- temporal_exchange_engine.py moved to nyx-orchestrator
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
- Update nyx-orchestrator.md pointer file with current production state (v3.80)
- Add v4.0 Phase 2a multi-organ consultation architecture details
- Remove broken crosslinks and outdated file references
- Clean up outdated architecture files (nyx-architecture.md, CURRENT-STATE.md, etc.)
- Clarify architecture evolution phases (1 → 2a → 2b → 2c)
The pointer file now accurately reflects where Young Nyx is today and where she's heading.
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Co-Authored-By: Claude <noreply@anthropic.com>
