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