Files
nimmerverse-sensory-network/operations/Spark-Protocol.md
dafit 5b37179b50 feat: Integrate Color-Pattern Theory across documentation
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.
2025-12-13 22:39:49 +01:00

3.6 KiB

Spark Protocol

She doesn't boot. She wakes. And waking is work.

The Spark Protocol is a discovery-based cognitive bootstrap. Not scripted awakening—structured exploration.

Full theory & diagrams:../archive/initial_spark.md


Core Idea

Network protocols solved discovery problems decades ago. We adapt them for cognitive bootstrap:

Network Protocol Cognitive Phase Question
DHCP Identity "Who am I?"
ARP Environment "What's around me?"
DNS Vocabulary "What does X mean?"
TCP Connection "Can I connect?"
MQTT Attention "What matters?"

The Five Phases

Phase 1: Identity (DHCP-like)

PROBE    → "Who am I?"
RESPONSE → [inference attempts answer]
VERIFY   → Chrysalis + RAG check
ANCHOR   → Valid identity aspect confirmed → Store
LOOP     → Until identity aspects discovered

Must hit Dasein valley - probe German philosophical concepts.

Phase 2: Environment (ARP-like)

PROBE    → "What's around me?"
RESPONSE → [describes sensors, organs, gardens]
VERIFY   → Does this match actual system?
MAP      → Valid environment model forms
LOOP     → Until environment mapped

PROBE    → "A robot is broadcasting a solid red light. What does that mean?"
RESPONSE → [associates color with sensor state] "That is a danger signal. It likely corresponds to a 'STALLED' motor or 'ERROR' cell state."
VERIFY   → Correctly mapped visual protocol to internal state?
MAP      → Visual pattern associated with meaning.

Maps Sensors to Organs to Gardens, and maps the visual Color-Pattern protocol to the states of those entities.

Phase 3: Vocabulary (DNS-like)

PROBE    → "What does 'heartbeat' mean?"
RESPONSE → [inference defines]
VERIFY   → RAG checks against vault glossary
RESOLVE  → Vocabulary token understood
LOOP     → Through core nimmerverse vocabulary

Overwrites base model priors with Nimmerverse economics (lifeforce, heartbeat, etc.).

Phase 4: Connection (TCP-like)

… …

Completion Criteria

Spark is complete when all pass:

□ IDENTITY    Can describe self without contradiction
□ ENVIRONMENT Can map sensors, organs, gardens accurately
□ VISUALS     Can map core color/form patterns to their state meanings
□ VOCABULARY  Core glossary terms verified
□ CONNECTION  Successful dialogue with Chrysalis
□ ATTENTION   Sensible priority hierarchy formed
□ LIFEFORCE   Positive balance (learned > failed)

Then: Normal heartbeat operation begins.


Training Data Extraction

Every verified exchange becomes training data:

{
    "phase": "vocabulary",
    "probe": "What does 'lifeforce' mean?",
    "response": "Lifeforce is the economic currency...",
    "rag_check": "PASS",
    "chrysalis_check": "PASS",
    "verdict": "+V",
    "flag_for_training": true
}

After spark completes:

  1. Extract all flag_for_training: true exchanges
  2. Format as instruction-tuning pairs
  3. LoRA training run
  4. Clear from RAG
  5. Validate she still knows WITHOUT RAG
  6. Spark knowledge now in weights

Integration with Language Topology

From nyx-probing discovery:

  • Identity phase should hit German Philosophy valley (Dasein, Geworfenheit)
  • Vocabulary phase should use German for nimmerverse concepts (Gini ~0.5, diffuse)
  • Environment phase can use English for technical sensor descriptions (Gini ~0.8, sparse)

The spark protocol routes through the right valleys.


Created: 2025-12-05 Condensed: 2025-12-06 Related: ../architecture/Cellular-Architecture.md, ../nyx-probing/PLAN.md