Gi sim flow
GI-Sim Flow Diagram¶
This diagram shows how the Integrity Simulation Engine (GI-Sim) evaluates all proposed actions in Mobius.
Complete GI-Sim Evaluation Flow¶
┌──────────────────────────────────────────────────────────────────┐
│ PROPOSED ACTION │
│ (Spend, policy change, agent promotion, etc.) │
└─────────────────────────────┬────────────────────────────────────┘
│
▼
┌───────────────────────┐
│ INPUTS COLLECTED │
│ │
│ - Current GI/MII │
│ - Actor identity │
│ - Action parameters │
│ - Historical data │
│ - Context │
└───────────┬───────────┘
│
▼
┌─────────────────────────────────────────────────────────────────────┐
│ GI-SIM COMPUTATION │
│ │
│ Node-Level: │
│ GI_simulated = GI_current │
│ + α * IntegrityEvents │
│ + β * StabilityGain │
│ - γ * InstabilityRisk │
│ - δ * ExternalityImpact │
│ │
│ System-Level: │
│ MII_simulated = (Σ (GI_node_i × Weight_i)) / Σ Weight_i │
│ │
│ Drift Risk: │
│ drift_risk = sigmoid(-(delta_MII) × sensitivity) │
└─────────────────────────────┬───────────────────────────────────────┘
│
▼
┌───────────────────────┐
│ DELTA CALCULATION │
│ │
│ delta_GI_node │
│ delta_MII │
│ drift_risk (0-1) │
└───────────┬───────────┘
│
▼
┌───────────────────────┐
│ VERDICT LOGIC │
└───────────┬───────────┘
│
┌─────────────────────┼─────────────────────┐
│ │ │
▼ ▼ ▼
┌──────────────┐ ┌──────────────────┐ ┌────────────┐
│ PASS │ │ REVIEW │ │ FAIL │
│ │ │ │ │ │
│ delta_GI≥0 │ │ drift_risk │ │ delta_GI<0 │
│ AND │ │ 0.40-0.75 │ │ OR │
│ drift<0.40 │ │ │ │ drift≥0.75 │
└──────┬───────┘ └────────┬─────────┘ └──────┬─────┘
│ │ │
│ │ │
▼ ▼ ▼
┌─────────────┐ ┌───────────────────┐ ┌─────────────┐
│ AUTOMATIC │ │ ELDER DELIBERATION│ │ AUTOMATIC │
│ APPROVAL │ │ │ │ REJECTION │
│ │ │ - Discussion │ │ │
│ Attestation│ │ - GI analysis │ │ Reason │
│ logged │ │ - Vote required │ │ logged │
│ │ │ (2/3 majority) │ │ │
└─────┬───────┘ └──────────┬────────┘ └─────┬───────┘
│ │ │
│ ┌────────┴────────┐ │
│ ▼ ▼ │
│ ┌─────────┐ ┌─────────┐ │
│ │APPROVED │ │REJECTED │ │
│ └────┬────┘ └────┬────┘ │
│ │ │ │
└──────────────┴────────────────┴────────────┘
│
▼
┌───────────────────────┐
│ RESULT PUBLISHED │
│ │
│ - Verdict │
│ - Reasoning │
│ - GI projections │
│ - Timestamp │
│ - Signature │
└───────────┬───────────┘
│
▼
┌───────────────────────┐
│ ACTION EXECUTED │
│ (if approved) │
│ │
│ OR │
│ │
│ BLOCKED │
│ (if rejected) │
└───────────┬───────────┘
│
▼
┌───────────────────────┐
│ MONITORING │
│ │
│ - Track actual GI │
│ - Verify projection │
│ - Update models │
└───────────────────────┘
Spend Evaluation (Custodian Agent Example)¶
CUSTODIAN AGENT PROPOSES SPEND
│
▼
┌───────────────────────────────────────┐
│ Spend Proposal │
│ - amount_mic: 12,500 │
│ - amount_ks: 300,000 │
│ - category: infrastructure │
│ - description: "Server upgrades" │
└─────────────────┬─────────────────────┘
│
▼
┌─────────────────────┐
│ GI-SIM EVALUATION │
└─────────┬───────────┘
│
┌─────────────┼─────────────┐
│ │ │
▼ ▼ ▼
┌────────┐ ┌────────┐ ┌────────┐
│Current │ │Coeffi │ │Context │
│GI: 0.99│ │cients │ │Tier 0 │
└────────┘ └────────┘ └────────┘
│ │ │
└─────────────┴─────────────┘
│
▼
┌─────────────────────┐
│ COMPUTATION │
│ │
│ IntegrityEvents: │
│ +0.05 (uptime) │
│ StabilityGain: │
│ +0.03 (redundancy│
│ InstabilityRisk: │
│ -0.01 (downtime) │
│ Externality: │
│ +0.02 (ecosystem)│
│ │
│ delta_GI = +0.004 │
│ drift_risk = 0.12 │
└─────────┬───────────┘
│
▼
┌─────────┐
│ PASS │
└─────────┘
│
▼
┌─────────────────────┐
│ SPEND APPROVED │
│ │
│ Attestation: │
│ "Server upgrade │
│ improves uptime │
│ from 99.5% to │
│ 99.95%, positive │
│ GI impact." │
└─────────────────────┘
Elder Governance Decision Example¶
ELDER PROPOSES POLICY CHANGE
│
▼
┌───────────────────────────────────────┐
│ Policy Proposal │
│ - Adjust tier threshold by -0.02 │
│ - Reason: Emergency response │
│ - Duration: 30 days │
└─────────────────┬─────────────────────┘
│
▼
┌─────────────────────┐
│ GI-SIM EVALUATION │
└─────────┬───────────┘
│
▼
┌─────────────────────┐
│ COMPUTATION │
│ │
│ Projected Impact: │
│ - 3 nodes promoted │
│ - Avg GI: 0.87 │
│ - System GI drop │
│ │
│ delta_MII = -0.8 │
│ drift_risk = 0.62 │
└─────────┬───────────┘
│
▼
┌─────────┐
│ REVIEW │
└─────────┘
│
▼
┌─────────────────────┐
│ ELDER DELIBERATION │
│ │
│ Discussion: │
│ - Emergency valid? │
│ - Alternatives? │
│ - Risk acceptable? │
│ │
│ Vote: 4/9 FOR │
│ 5/9 AGAINST │
└─────────┬───────────┘
│
▼
┌─────────┐
│REJECTED │
└─────────┘
│
▼
┌─────────────────────┐
│ POLICY UNCHANGED │
│ │
│ Reason: Insufficient│
│ Elder support, MII │
│ risk too high. │
└─────────────────────┘
Category Coefficients Impact¶
SAME ACTION, DIFFERENT TIERS
Tier 0 (Wikipedia):
α = 1.2, β = 1.4, γ = 0.5, δ = 0.9
→ delta_GI = +0.008 (highly positive)
→ PASS
Tier 1 (arXiv):
α = 1.1, β = 1.2, γ = 0.6, δ = 0.8
→ delta_GI = +0.005 (positive)
→ PASS
Tier 2 (Library):
α = 1.0, β = 1.0, γ = 0.8, δ = 0.6
→ delta_GI = +0.002 (slightly positive)
→ PASS
Tier 3 (News Outlet):
α = 0.6, β = 0.4, γ = 1.4, δ = 1.2
→ delta_GI = -0.003 (negative)
→ FAIL
Higher tiers receive more favorable evaluation
because of proven track record.
Emergency Override Path¶
MII < 80 (EMERGENCY)
│
▼
┌───────────────────────────────────────┐
│ EMERGENCY ACTION PROPOSED │
│ (e.g., rescue failing CivicNode) │
└─────────────────┬─────────────────────┘
│
▼
┌─────────────────────┐
│ GI-SIM EVALUATION │
│ → FAIL │
│ (drift_risk = 0.82)│
└─────────┬───────────┘
│
▼
┌─────────────────────┐
│ ELDER OVERRIDE │
│ │
│ Requirements: │
│ - 4/5 vote (8/9) │
│ - Public justif. │
│ - Recovery plan │
│ - Attestation │
└─────────┬───────────┘
│
▼
┌─────────┐
│APPROVED │
│(override)│
└─────────┘
│
▼
┌─────────────────────┐
│ ACTION EXECUTED │
│ WITH WARNING │
│ │
│ - 30 day sunset │
│ - Public record │
│ - Post-mortem req. │
└─────────────────────┘
Key Properties¶
1. Deterministic¶
Same inputs → Same outputs
Replay any simulation
Verify any decision
2. Versioned¶
All versions archived
All changes transparent
All results comparable
3. Auditable¶
Every simulation logged: - Input hash - Output hash - Timestamp - Version - Signature
4. Non-Bypassable¶
Only emergency override
Only with ⅘ Elder vote
Only with public record
Only with time limit
GI-Sim is the physics engine of integrity.
Last Updated: 2025-12-03
Related: See RFC-0006 for mathematical specifications