dafit
5b37179b50
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.
129 lines
3.6 KiB
Markdown
129 lines
3.6 KiB
Markdown
# Spark Protocol
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> *She doesn't boot. She wakes. And waking is work.*
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The Spark Protocol is a discovery-based cognitive bootstrap. Not scripted awakening—structured exploration.
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**Full theory & diagrams:** → `../archive/initial_spark.md`
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---
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## Core Idea
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Network protocols solved discovery problems decades ago. We adapt them for cognitive bootstrap:
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| Network Protocol | Cognitive Phase | Question |
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|-----------------|-----------------|----------|
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| DHCP | Identity | "Who am I?" |
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| ARP | Environment | "What's around me?" |
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| DNS | Vocabulary | "What does X mean?" |
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| TCP | Connection | "Can I connect?" |
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| MQTT | Attention | "What matters?" |
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---
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## The Five Phases
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### Phase 1: Identity (DHCP-like)
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```
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PROBE → "Who am I?"
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RESPONSE → [inference attempts answer]
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VERIFY → Chrysalis + RAG check
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ANCHOR → Valid identity aspect confirmed → Store
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LOOP → Until identity aspects discovered
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```
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**Must hit Dasein valley** - probe German philosophical concepts.
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### Phase 2: Environment (ARP-like)
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```
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PROBE → "What's around me?"
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RESPONSE → [describes sensors, organs, gardens]
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VERIFY → Does this match actual system?
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MAP → Valid environment model forms
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LOOP → Until environment mapped
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PROBE → "A robot is broadcasting a solid red light. What does that mean?"
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RESPONSE → [associates color with sensor state] "That is a danger signal. It likely corresponds to a 'STALLED' motor or 'ERROR' cell state."
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VERIFY → Correctly mapped visual protocol to internal state?
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MAP → Visual pattern associated with meaning.
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```
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Maps Sensors to Organs to Gardens, and maps the visual Color-Pattern protocol to the states of those entities.
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### Phase 3: Vocabulary (DNS-like)
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```
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PROBE → "What does 'heartbeat' mean?"
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RESPONSE → [inference defines]
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VERIFY → RAG checks against vault glossary
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RESOLVE → Vocabulary token understood
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LOOP → Through core nimmerverse vocabulary
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```
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Overwrites base model priors with Nimmerverse economics (lifeforce, heartbeat, etc.).
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### Phase 4: Connection (TCP-like)
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…
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…
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## Completion Criteria
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Spark is complete when all pass:
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```
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□ IDENTITY Can describe self without contradiction
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□ ENVIRONMENT Can map sensors, organs, gardens accurately
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□ VISUALS Can map core color/form patterns to their state meanings
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□ VOCABULARY Core glossary terms verified
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□ CONNECTION Successful dialogue with Chrysalis
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□ ATTENTION Sensible priority hierarchy formed
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□ LIFEFORCE Positive balance (learned > failed)
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```
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Then: Normal heartbeat operation begins.
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---
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## Training Data Extraction
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Every verified exchange becomes training data:
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```json
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{
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"phase": "vocabulary",
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"probe": "What does 'lifeforce' mean?",
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"response": "Lifeforce is the economic currency...",
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"rag_check": "PASS",
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"chrysalis_check": "PASS",
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"verdict": "+V",
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"flag_for_training": true
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}
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```
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After spark completes:
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1. Extract all `flag_for_training: true` exchanges
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2. Format as instruction-tuning pairs
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3. LoRA training run
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4. Clear from RAG
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5. Validate she still knows WITHOUT RAG
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6. Spark knowledge now in weights
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---
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## Integration with Language Topology
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From nyx-probing discovery:
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- **Identity phase** should hit German Philosophy valley (Dasein, Geworfenheit)
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- **Vocabulary phase** should use German for nimmerverse concepts (Gini ~0.5, diffuse)
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- **Environment phase** can use English for technical sensor descriptions (Gini ~0.8, sparse)
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The spark protocol routes through the right valleys.
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---
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**Created:** 2025-12-05
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**Condensed:** 2025-12-06
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**Related:** [[../architecture/Cellular-Architecture.md]], [[../nyx-probing/PLAN.md]]
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