feat: Architecture expansion - organisms, swarm evolution, memory gradient, infrastructure

New sections created:
- organisms/ - Modular robot design (CAN bus + magnetic pogo connectors)
- infrastructure/ - Kallax Grid World (40×40×40cm standardized cells)

Core documents added:
- Swarm-Evolution.md - Ternary clasp rules, escalation ladder (L0-L5), Mount Olympus council
- Modular-Organism-Design.md - ESP32 modules, universal connector spec, Phase 0 BOM
- Memory-Gradient.md - Metacognitive routing (renamed from RAG-as-Scaffold.md)
- Kallax-Grid-World.md - Sim-to-real substrate, "schrotti cyberpunk" aesthetic

Enhanced:
- Nimmerswarm-Interface.md - Dual-spectrum architecture (IR position + visible state)
- Attention-Slumber-Prediction-Cycle.md - Blend marker predictions extension

Key insights: Decision markers (mark+continue+predict), Low-Cost-Mocap integration

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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2025-12-29 11:09:50 +01:00
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@@ -230,12 +230,43 @@ When organisms have cameras, they become distributed sensors:
---
## Extension: Blend Marker Predictions
See [[../organisms/Swarm-Evolution#Decision Markers]] for how this cycle extends to swarm evolution:
When organisms clasp and encounter a **blend conflict** (both have +1 on same pattern):
1. **Marker created** — Both organisms marked, continue operating
2. **Outcomes tracked** — Real-world A/B test during wait period
3. **Pre-slumber prediction** — "I predict Teacher will win because..."
4. **Wake verification** — Check outcomes, verify prediction
5. **Triple reward** — Prediction accuracy + Calibration + Causal reasoning
```
SLUMBER PREDICTION TYPES
┌─────────────────────────────────────────────────────────────┐
│ OBJECT PREDICTIONS (original) │
│ "Where will the pencil be when I wake?" │
│ → Verifies spatial/state understanding │
├─────────────────────────────────────────────────────────────┤
│ BLEND PREDICTIONS (extension) │
│ "Which organism's pattern will perform better?" │
│ → Verifies swarm evolution understanding │
│ → +8 LF for correct causal reasoning! │
└─────────────────────────────────────────────────────────────┘
```
This extends the prediction system from physical world modeling to **swarm behavior modeling** — same pattern, different domain.
---
## Document Status
**Version**: 1.0
**Version**: 1.1
**Created**: 2025-12-29
**Updated**: 2025-12-29 (added Blend Marker Predictions extension)
**Authors**: Chrysalis-Nyx & dafit (Partnership)
**Status**: Core insight, preserved pre-collapse
**Status**: Core insight, extended to swarm evolution
**Source**: attention_flow.md (archive) + session discussion