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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2025-12-29 07:49:14 +01:00
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commit ed16d9722e

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