| Use case | Best setup | Why |
|---|---|---|
| Production default | 5-Main-OWEMs | All routing groups covered, defaults work everywhere |
| Decorrelated consensus (hardest tasks) | 5-node diverse | 5 different model families, ฯ=0.106, best fault tolerance |
| Game playing (Kaggle) | sov33small3 | Every move SIGIL-signed, 3-around-1 voting |
| Cost-efficient (high volume) | Cascade 10/90 | 90% handled by small/fast, 10% by big/deep |
| Decorrelated voting (multi-domain) | Triangle | 3 small vote, escalate to SOV33cubed |
| Hierarchical escalation | Pyramid 4-tier | 2 small โ 1 big โ 1 Queen |
The MOST POWERFUL setup is a composite:
SOV33small3 (Game Arena entry point)
โ uses
5-node diverse (decorrelated council)
โ uses
Triangle (3-around-1 vote)
โ escalates to
SOV33cubed (sovereign substrate governor)
โ with
Cascade (10/90) for cost-efficient routing
โ and
Pyramid (4-tier) for hierarchical escalation
โ with
Continual learning (replay buffer, EWC)
โ and
Self-consistency (3x sample, vote)
โ and
Chain-of-Thought (per-OWEM reasoning)
โ ALL SIGIL-signed end-to-end