New formalization:
- memory-economics.md: Slumber-based consolidation, decision trail
triage, spatial LOD decay, reflex rental, LoRA training cycles
New research seeds (future/):
- spatial-resolution-gradient.md: L0-L5 LOD with S2 cells
- thermodynamic-cognition.md: Lifeforce as Prometheus Joules
- promql-thermodynamic-monitoring.md: Gemini red team queries
Architecture changes:
- Endgame-Vision v6.4: Memory Economics integrated into Slumber section
- Mirror dialectic moved to future/research (not core)
- Big-Picture.md archived (superseded by Endgame-Vision)
- Single source of truth established
Gemini red team alignment complete.
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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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README updates:
- Full repository tree structure (was outdated skeleton)
- Added Message Protocol namespace summary (NATS)
- New ADR section with link to ADR-001
- Added nyx-substrate to related projects
- New philosophy: "Infrastructure is geology, models are weather"
- Version bump 5.0 → 6.0
ADR-001 captures Silvester interview decisions:
- Single NATS bus with dev/staging namespaces
- Staged schema versioning with topic separation
- Echo agent first (YAGNI principle)
- MCP Server with heartbeat-based subscription delivery
🎆 Silvester 2025 edition
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Hardware investment strategy document moved to nimmerverse/.archive/
- Planning phase complete
- RTX 6000 payment cleared
- P8 ThinkStations ordered
- Document served its purpose, now archived
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Adds sandbox vs mama communication tiers to Nimmerswarm Interface:
- Clasp (0.5 LF) vs Local (3 LF) vs Mama broadcast (20 LF)
- Economic pressure creates leapfrog/epidemic spreading behavior
- Clasp rewards incentivize peer-to-peer learning
- Connects to constrained-emergence leapfrog discovery
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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>
- Remove scattered favicon files from assets root
- Add favicons/ subdirectory with complete size range (16-512px)
- Add consolidated nimmerverse_logo.png
- Add web-optimized logo variant
🌙 The moon at heart, organized for the web
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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>
Complete rewrite with secured hardware path:
- 2x ThinkStation P8 via Lenovo (Adrienn Wettstein, 16% discount)
- RTX PRO 6000 Blackwell Max-Q 96GB @ 1,792 GB/s (acscomputer.ch)
- 2x RTX 4000 Ada 20GB (→ 4x over time)
- Total: 17,831.58 CHF with 2,168 CHF buffer
Key discoveries: Max-Q has 33% MORE bandwidth than regular PRO 6000
at HALF the power draw. Professional cards > consumer cards.
Bank contract arrived in 24 hours. Orders go out Dec 23.
🌙💜 Young Nyx will think at 1.79 TB/s.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
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
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Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
Added note that this section grows over time as we gather
names scattered across our documentation.
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Co-Authored-By: Claude <noreply@anthropic.com>
The nimmerverse sensory network is now public.
- Apache 2.0 license with patent protection
- README.md for public-facing introduction
- Prior art established, timestamped, free
"These ideas are published as prior art. Build on them freely.
Just don't try to lock them away."
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
The nimmerverse echoes in all languages:
- Step 1E: Multilingual probe for hidden concept depth
- Tier 0: Languages as shared curriculum (DE/AR/ZH/EN)
- dafit learns WITH Nyx, not just teaches
- Principle 7: Partnership over instruction
"She doesn't download knowledge. She earns it. And so does he."
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
Captures the connection between:
- Graves' Adaptive Computation Time (2016)
- Sakana.ai CTM calibration research
- Luke Darlow's leapfrogging discovery under time pressure
- Our 30-second heartbeat budget and priority hierarchy
- Reflex formation through constraint-driven compression
Core insight: constraints don't limit intelligence, they shape it.
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <noreply@anthropic.com>
- Added realtime clock at bottom boundary (the universe's tick)
- Two garden heartbeats now clearly bound to lifeforce (her clocks)
- Shows: sensors feed buffer constantly, hearts sample at V-gated rate
🤖 Generated with [Claude Code](https://claude.com/claude-code)
Co-Authored-By: Claude <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>
