bcc5bfe9d1
docs: add Phase 1D corpus extraction pipeline to toolchain docs
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Toolchain-Architecture.md:
- Added extractors module to current state
- New Phase 1D section: Corpus Extraction Pipeline
- VocabExtractor and CoOccurrenceAnalyzer documentation
- RAG policy integration table
TOOLCHAIN-PROGRESS.md:
- Phase 1D complete (2025-12-13)
- 7 files created, 19 total tasks complete
- Key metrics: 5,243 terms, 18,169 co-occurrence pairs
- 20 anchor signatures for DriftProbe-lite
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com >
2025-12-13 19:29:23 +01:00
ec77cba4d4
feat: GRPO reward architecture + Qwen3-VL-32B queen + doc restructure
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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
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com >
2025-12-10 20:11:13 +01:00
65521ed8d3
Updated to v4
2025-12-07 23:13:17 +01:00
2ee4f5dabb
rewrite new Updated to v4
2025-12-07 23:12:15 +01:00
35e0ecde3c
feat: unify architecture v4 - cells as state machines
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Cellular-Architecture.md v4:
- Cells = atomic state machines (sensors, motors, organs)
- Nerves = behavioral state machines composing cells
- Organisms = emergent patterns from nerve interactions
- Cell → Nerve feedback loop explicitly documented
- Evolution path: deliberate → hybrid → reflex
Data-Architecture.md v4:
- Simplified from 15 to 8 tables
- Core: cells, nerves, organisms, decision_trails
- Removed obsolete: genomes, societies, rounds, marketplaces
- Preserved: objects, messages, variance_probe_runs
nimmerverse.drawio.xml:
- Added Cells (UML state machines) inside Organisms
- Added Nerve → Cell orchestration connectors (dashed lines)
- Visual representation now matches documentation
🌙 Night shift architecture garden session with dafit
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com >
2025-12-07 23:03:37 +01:00
3d86c7dbcd
feat: add organ and nervous system modular architecture
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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
04256e85c4
feat: add Nervous-Protocol architecture and reorganize toolchain docs
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- Created architecture/Nervous-Protocol.md: comprehensive three-tier autonomous learning architecture (dafit → Chrysalis-Nyx → Young Nyx)
- Designed state machine tool interface pattern with LangChain integration
- Documented escalation protocols, discovery catalogues, and collaborative tool building
- Moved TOOLCHAIN-PROGRESS.md and Toolchain-Architecture.md to architecture/ directory
- Updated Endgame-Vision.md with toolchain crosslinks
Key architectural patterns:
- State machines as universal tool interface (safety + discovery)
- Three-tier oversight with OR gate inputs (dafit + Chrysalis)
- Message-based continuity via phoebe heartbeat polling
- LangChain BaseTool framework (replaced MCP for maturity)
- Dual decision tracking (Young Nyx choices + oversight responses)
Version: Nervous-Protocol v1.1 (LangChain-based)
Context: Phase 1 toolchain complete, variance collection running
🌙 💜 Generated with Claude Code
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com >
2025-12-07 20:10:39 +01:00
7305b602cf
refactor: v5.1 Dialectic Architecture - single model + LoRA stack + Mirror
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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."
🤖 Generated with [Claude Code](https://claude.com/claude-code )
Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com >
2025-12-07 00:07:29 +01:00
168ab35664
feat: move architecture diagram and link in Endgame-Vision
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- 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 >
2025-12-06 23:04:27 +01:00
cac4dec411
refactor: hierarchical convergence of documentation (v5.0)
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- 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
