feat: tiered communication (sandbox/mama) + clasp cascade economics
Adds sandbox vs mama communication tiers to Nimmerswarm Interface: - Clasp (0.5 LF) vs Local (3 LF) vs Mama broadcast (20 LF) - Economic pressure creates leapfrog/epidemic spreading behavior - Clasp rewards incentivize peer-to-peer learning - Connects to constrained-emergence leapfrog discovery 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
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@@ -589,6 +589,66 @@ Each phase unlocks when reward functions are stable from previous phase.
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---
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## Tiered Communication: Sandbox & Mama
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### The Analogy
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- **Clasp (sandbox toddlers)** — Cheap, peer-to-peer, physical contact
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- **Wireless (mama broadcast)** — Expensive, authoritative, full-sensor inference
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Economic pressure shapes which path organisms use → emergent social behavior.
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### Communication Tiers
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| Tier | Method | Cost | Range | Trust | Pattern |
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|------|--------|------|-------|-------|---------|
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| **0: Clasp** | Physical dock | ~0.5 LF | Touch | Highest | Toddlers teaching |
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| **1: Local** | Radio broadcast | ~3 LF | ~5m | Medium | Playground yelling |
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| **2: Mama** | Nyx broadcast | ~20 LF | All | Authority | Mama speaks |
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### Leapfrog Emergence (from [[../archive/constrained-emergence]])
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```
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EXPENSIVE (all mama): CHEAP (clasp cascade):
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Nyx → 1: -20 LF Nyx → 1: -20 LF (seed)
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Nyx → 2: -20 LF 1 clasps 2: -0.5 LF
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Nyx → 3: -20 LF 2 clasps 3: -0.5 LF
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... ...
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10 organisms = -200 LF 10 organisms = -24.5 LF
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ECONOMIC PRESSURE INVENTS EPIDEMIC SPREADING!
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```
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### Clasp Rewards
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| Action | Reward |
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|--------|--------|
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| Seek mate with update | +3 LF |
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| Successful clasp | +2 LF |
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| Transfer (teacher) | +5 LF |
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| Receive (student) | +5 LF |
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| Verified working | +5 LF (both) |
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### Sandbox Rules
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1. "I have update" → Pulsing green LED border
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2. "I want to learn" → Seek green patterns
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3. "Let's clasp" → Magnetic alignment + pin contact
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4. "Teaching" → Weights transfer, both rewarded
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5. "Done" → Both can now teach others (cascade!)
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### Mama Rules (Reserved for)
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- Safety critical updates
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- New organism deployment
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- Swarm-wide coordination
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- Error correction
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- When clasp cascade fails
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**Constraint → Selection Pressure → Social Behavior Emerges**
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---
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## Future Directions
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## Future Directions
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- **Pattern evolution** — Learned patterns, not just designed
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- **Pattern evolution** — Learned patterns, not just designed
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@@ -596,6 +656,8 @@ Each phase unlocks when reward functions are stable from previous phase.
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- **Human readability** — Patterns dafit can understand at a glance
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- **Human readability** — Patterns dafit can understand at a glance
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- **Audio coupling** — Sound + light patterns for richer communication
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- **Audio coupling** — Sound + light patterns for richer communication
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- **IR channel** — Invisible-to-human signaling layer
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- **IR channel** — Invisible-to-human signaling layer
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- **Clasp hardware** — Magnetic + pogo pin interface design
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- **Autonomous manufacturing** — K1 + robo arm + magazine system
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---
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---
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