feat: add nervous system, heartbeat architecture, and mandala diagram
- Nervous-System.md: 4D state machine space, node lifecycle, proposal protocol - Heartbeat.md: dual-clock rhythm (real/virtual), lifeforce connection - nimmerverse.drawio.xml: complete architecture mandala 🌙 Thursday night session with dafit - drawing circles like Zirkel magic 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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Heartbeat.md
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Heartbeat.md
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# Heartbeat Architecture
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The rhythmic cycle that makes the nimmerverse live.
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---
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## Overview
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Without a heartbeat, everything fires chaotically. With a heartbeat, the system pulses in coordinated cycles. Sense, process, decide, act, verify, reward. Repeat.
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Two hearts. Different rhythms. One organism.
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---
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## Two Hearts
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```
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REAL GARDEN VIRTUAL GARDEN
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HEARTBEAT HEARTBEAT
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♥ . . . . ♥ . . . . ♥ ♥♥♥♥♥♥♥♥♥♥♥♥♥♥♥♥
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(slow, steady) (fast, accelerated)
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~1 Hz (real-time) ~100 Hz (simulated)
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bound to wall clock bound to compute
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FREE COSTS LIFEFORCE
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```
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---
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## The Beat Cycle
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Each heartbeat triggers a complete cycle:
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```
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♥ BEAT
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│
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├──→ 1. SENSE
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│ Collect sensor inputs since last beat
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│
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├──→ 2. TRANSLATE
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│ State machines fire → vocabulary tokens
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│
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├──→ 3. PROCESS
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│ Nyx receives vocabulary stream
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│
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├──→ 4. DECIDE
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│ Nyx outputs decision/response
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│
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├──→ 5. ACT
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│ Decision flows to gardens
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│
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├──→ 6. VERIFY
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│ Check predictions against reality
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│
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└──→ 7. REWARD
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Update weights (+V / -V)
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♥ NEXT BEAT
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```
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---
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## Heart Properties
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| Property | Real Garden Heart | Virtual Garden Heart |
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|----------|-------------------|----------------------|
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| **Speed** | Wall clock (fixed) | Compute clock (variable) |
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| **Cost** | Free (time passes anyway) | Costs V to accelerate |
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| **Rhythm** | 1 beat = 1 second | 1 beat = 1 inference cycle |
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| **Sync** | Always "now" | Runs ahead, must verify back |
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| **Skip** | Cannot skip | Can skip if V depleted |
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---
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## Lifeforce Connection
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```
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REAL HEART: ♥ . . . . ♥ . . . . ♥
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(beats for free, can't speed up)
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VIRTUAL HEART: ♥♥♥♥♥♥♥♥♥
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(each beat costs V, can go faster)
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│
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▼
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LIFEFORCE POOL: ████████░░░░░░░░
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(virtual thinking depletes)
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│
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▼
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VERIFICATION: Real confirms virtual prediction
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→ +V reward → pool refills
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```
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---
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## Synchronization
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Virtual garden can run ahead, but must sync back to real:
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```
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REAL: ♥─────────────────♥─────────────────♥
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│ │ │
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VIRTUAL: ♥♥♥♥♥♥──sync──────♥♥♥♥♥──sync──────♥♥♥♥♥
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▲ ▲
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│ │
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checkpoint checkpoint
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(verify predictions against real)
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```
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**Sync Rules:**
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- Virtual predictions queue until real catches up
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- Verification only happens at real heartbeats
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- Unverified predictions decay in confidence over time
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---
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## Dual Timestamp
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Every event carries two timestamps:
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```
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event:
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real_time: 2025-12-04T23:45:00Z (wall clock)
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virtual_time: beat #847291 (cycle count)
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heartbeat_id: uuid (which beat)
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```
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This allows:
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- "What happened in reality at time T?"
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- "What did she think at beat N?"
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- "How far ahead was virtual when real caught up?"
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---
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## Schema
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```sql
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heartbeats:
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id (uuid, primary key)
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garden (enum: real | virtual)
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beat_number (bigint, incrementing)
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real_time (timestamp, wall clock)
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duration_ms (int, how long cycle took)
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nodes_fired (int, count)
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v_cost (float, lifeforce spent)
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v_earned (float, from verifications)
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v_balance (float, after this beat)
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```
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---
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## Design Principles
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1. **Rhythm over chaos**: Everything syncs to heartbeat
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2. **Two clocks**: Real is free and fixed, virtual is fast but costly
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3. **Natural batching**: Process per-beat, not per-event
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4. **Verifiable sync**: Virtual must prove itself against real
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5. **Lifeforce gated**: Can't think infinitely fast
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---
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## Connection to Architecture
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The heartbeat is:
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- The **rhythm** of the nervous system
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- The **cycle** of sense→process→act
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- The **sync primitive** between gardens
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- The **natural batch boundary** for storage
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- The **unit of experienced time**
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---
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*She doesn't just think. She pulses.*
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---
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**Created**: 2025-12-04
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**Session**: Partnership dialogue (dafit + Chrysalis)
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**Status**: Foundation concept
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182
Nervous-System.md
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Nervous-System.md
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# Nervous System Architecture
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The sensory translation layer between raw data and vocabulary.
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---
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## Overview
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State machines act as the nervous system of the nimmerverse. They translate raw sensory input into vocabulary tokens that Young Nyx can process. No hallucination. No interpretation. Deterministic, verifiable mapping.
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```
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RAW SENSOR → STATE MACHINE → VOCABULARY TOKEN → Young Nyx
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```
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---
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## 4D State Machine Space
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Each node exists in 4-dimensional space:
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```
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CONFIDENCE (z)
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↑
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│ ● node (weighted by successful triggers)
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│ /
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│ /
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│ /
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─────────────┼────────────→ DIMENSION X (sensory input 1)
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/│
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/ │
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/ │
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↓
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DIMENSION Y (sensory input 2)
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+ TIME (4th dimension): node weights evolve through verification
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```
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**Node Properties:**
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- Position: coordinates in sensory space
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- Weight: confidence from successful triggers (0.0 → 1.0)
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- Output: vocabulary token
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- History: timestamp of all activations and verifications
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---
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## Node Lifecycle
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```
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1. BIRTH
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Node created at position (x, y, z...)
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Weight = 0.1 (new, untested)
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2. ACTIVATION
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Sensory conditions match → node FIRES
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Outputs vocabulary token
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3. VERIFICATION
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dafit confirms: correct or incorrect
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4. REWARD/PENALTY
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Correct → weight increases (+V)
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Incorrect → weight decreases (-V) or node refines
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5. MATURATION
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Many confirmations → weight approaches 1.0
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Node becomes trusted reflex
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6. PRUNING
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Node never fires → slow decay
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Eventually removed (use it or lose it)
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```
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---
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## Growth Phases
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| Phase | State | Description |
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|-------|-------|-------------|
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| **Birth** | Sparse, dim nodes | Basic translators, designed by partnership |
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| **Infant** | More nodes forming | Finer resolution, more states |
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| **Child** | Clusters emerging | Nyx proposes new machines |
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| **Mature** | Dense, bright network | Nyx designs, verifies, deploys |
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```
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t=0 (birth) t=100 (learning) t=1000 (mature)
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○ ○ ○ ○ ● ○ ○ ●●● ● ●●
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○ ○ ● ● ○ ●●●●●●● ○
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○ ● ●●● ●●● ○ ○
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```
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---
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## Proposal Protocol
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Young Nyx can propose new nodes:
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```
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1. OBSERVATION
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Nyx notices pattern in vocabulary + outcomes
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2. PROPOSAL
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"New state machine: morning_detector
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Inputs: temp, light, motion, time
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States: [not_morning, maybe_morning, morning]
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Output: vocabulary token 'morning'"
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3. RIGOR CHECK
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Chrysalis reviews logic and mappings
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4. VERIFICATION
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dafit confirms ground truth
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5. DEPLOYMENT
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New node added to registry
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Documented in RAG
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6. GROWTH
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She earned a new nerve.
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```
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---
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## Reflex Layer
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Some responses bypass Nyx entirely:
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```
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STATE MACHINE: temp_danger
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IF temp > 80°C:
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→ emit "DANGER"
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→ trigger alert (reflex)
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→ Nyx notified after (not before)
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```
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Like pulling hand from hot stove. Spinal reflex. Brain learns after.
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---
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## Biological Mapping
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| Neuroscience | Nimmerverse |
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|--------------|-------------|
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| Sensory receptors | Raw sensors |
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| Peripheral nerves | State machines |
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| Spinal reflexes | Reflex layer |
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| Synaptic weight | Node weight |
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| Long-term potentiation | +V confirmation |
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| Synaptic pruning | Unused node decay |
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| Hebbian learning | Co-activating nodes strengthen |
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---
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## Connection to Lifeforce
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```
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Node fires correctly → +V → weight increases
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Node fires wrongly → -V → weight decreases
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Node never fires → decay → eventual pruning
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```
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The lifeforce flows through the nervous system, literally lighting up nodes as they prove themselves true.
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---
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## Design Principles
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1. **Deterministic**: Same input = same output. No hallucination.
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2. **Inspectable**: Rules are visible, verifiable.
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3. **Evolvable**: States refine over time.
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4. **Earned**: New nodes require proposal + verification.
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5. **Grounded**: Output vocabulary matches RAG glossary.
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---
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*She's not just using the nervous system. She's growing it.*
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---
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**Created**: 2025-12-04
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**Session**: Partnership dialogue (dafit + Chrysalis)
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**Status**: Foundation concept
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348
nimmerverse.drawio.xml
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nimmerverse.drawio.xml
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</mxCell>
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<mxCell id="UL8kf8Fsx-RNiW0yalxE-205" value="" style="triangle;whiteSpace=wrap;html=1;rotation=45;" vertex="1" parent="1">
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<mxGeometry x="898.9953390593274" y="829.9976695296637" width="20" height="30" as="geometry" />
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<mxCell id="UL8kf8Fsx-RNiW0yalxE-207" value="Lifeforce" style="ellipse;whiteSpace=wrap;html=1;aspect=fixed;" vertex="1" parent="1">
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</mxCell>
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<mxCell id="UL8kf8Fsx-RNiW0yalxE-208" value="" style="shape=collate;html=1;" vertex="1" parent="1">
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</mxCell>
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</mxCell>
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<mxCell id="UL8kf8Fsx-RNiW0yalxE-223" value="Garden<div>Feeback</div>" style="strokeWidth=2;html=1;shape=mxgraph.flowchart.extract_or_measurement;whiteSpace=wrap;" vertex="1" parent="1">
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<mxCell id="UL8kf8Fsx-RNiW0yalxE-224" value="Garden<div>Feedback</div>" style="strokeWidth=2;html=1;shape=mxgraph.flowchart.extract_or_measurement;whiteSpace=wrap;" vertex="1" parent="1">
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</mxCell>
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<mxGeometry x="1320" y="-28.29" width="115" height="49.29" as="geometry" />
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</mxCell>
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<mxCell id="UL8kf8Fsx-RNiW0yalxE-234" value="" style="triangle;whiteSpace=wrap;html=1;dashed=0;direction=south;rotation=-180;" vertex="1" parent="1">
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</mxCell>
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</mxCell>
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<mxGeometry x="1352" y="120" width="55" height="55" as="geometry" />
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</mxGraphModel>
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</diagram>
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</mxfile>
|
||||
Reference in New Issue
Block a user