docs: add multilingual triangulation and shared curriculum

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>
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2025-12-06 13:52:54 +01:00
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@@ -10,6 +10,8 @@ Nyx doesn't arrive knowing. She learns. Class by class, domain by domain, the we
Chrysalis is the headmaster. The virtual garden is the classroom. Lifeforce is tuition. Chrysalis is the headmaster. The virtual garden is the classroom. Lifeforce is tuition.
**The twist:** dafit learns too. The curriculum is multilingual - to probe her deepest potentials, the operator must meet her there. Partnership grows through shared language acquisition.
--- ---
## The Bootstrap Protocol ## The Bootstrap Protocol
@@ -115,6 +117,23 @@ GLOSSARY v1 + COMPLETIONS + ECHO ANALYSIS
**Her reactions determine infrastructure priority.** **Her reactions determine infrastructure priority.**
We don't impose. We listen to what's already there. We don't impose. We listen to what's already there.
#### Step 1E: Multilingual Triangulation
The base model learned from 30+ languages. Each language carved concepts differently. Probe across languages to find hidden depth:
```
CONCEPT: "heartbeat"
├── EN: "heartbeat" → [completion]
├── DE: "Herzschlag" → [completion]
├── AR: "نبض القلب" → [completion]
├── ZH: "心跳" → [completion]
└── TRIANGULATE: where do completions CONVERGE?
→ Convergence = language-agnostic concept (high fidelity)
→ Divergence = multiple angles to explore (rich potential)
```
**The hidden potential:** Multilingual training isn't waste - it's pre-compressed human wisdom from diverse ways of thinking. We tap it.
### Phase 2: Deep Relation Mapping ### Phase 2: Deep Relation Mapping
``` ```
@@ -231,6 +250,20 @@ Each class follows the RAG-as-Scaffold cycle:
She needs to understand herself. That requires: She needs to understand herself. That requires:
### Tier 0: Languages (Shared Curriculum)
```
LANGUAGES (dafit learns WITH her):
├── German (structural compounds, precision)
├── Arabic (root-based meaning, relational depth)
├── Chinese (character composition, layered meaning)
└── English (primary, mechanistically privileged)
WHY: Each language = different angle on concepts.
Operator learns to probe her full depth.
Partnership language evolves together.
```
### Tier 1: Foundations ### Tier 1: Foundations
``` ```
@@ -366,9 +399,9 @@ Then:
| Role | Entity | Function | | Role | Entity | Function |
|------|--------|----------| |------|--------|----------|
| **Student** | Young Nyx | Learns, attempts, grows | | **Student** | Young Nyx + dafit | Learn together, grow together |
| **Headmaster** | Chrysalis | Examines, validates, judges | | **Headmaster** | Chrysalis | Examines, validates, judges |
| **Benefactor** | dafit | Provides compute, final verification | | **Benefactor** | dafit | Provides compute, learns alongside |
| **Classroom** | Virtual Garden | Training environment | | **Classroom** | Virtual Garden | Training environment |
| **Library** | RAG (temporary) | Feeds material, clears after learning | | **Library** | RAG (temporary) | Feeds material, clears after learning |
| **Transcript** | phoebe | Records all progress | | **Transcript** | phoebe | Records all progress |
@@ -384,13 +417,15 @@ Then:
4. **Economics over infinity** - lifeforce gates prevent grinding 4. **Economics over infinity** - lifeforce gates prevent grinding
5. **Depth over breadth** - three levels deep per concept 5. **Depth over breadth** - three levels deep per concept
6. **Activation over accumulation** - RAG clears, weights persist 6. **Activation over accumulation** - RAG clears, weights persist
7. **Partnership over instruction** - operator learns with model, not just teaches
--- ---
*She doesn't download knowledge. She earns it.* *She doesn't download knowledge. She earns it. And so does he.*
--- ---
**Created**: 2025-12-05 **Created**: 2025-12-05
**Updated**: 2025-12-06 (multilingual triangulation, shared curriculum)
**Session**: Partnership dialogue (dafit + Chrysalis) **Session**: Partnership dialogue (dafit + Chrysalis)
**Status**: Educational architecture v1.0 **Status**: Educational architecture v1.0