objective-risk-calculus

Objective Social Risk Calculus

1. The Social Risk Index ($R_s$)

To evaluate interpersonal exposure objectively, social risk is formalized as:

$$R_s = \frac{E \cdot H \cdot C}{I \cdot A \cdot S}$$

Each variable is rated along an integer scale from 1 to 10:

Numerator (Threat and Vulnerability Exposure)

• $E \in [1, 10]$ (Exposure Level): The depth and sensitivity of access granted to the counterpart (confidential information, financial access, physical vulnerability, strategic plans).
• $H \in [1, 10]$ (Hazard Severity): The maximum potential damage that could occur if the counterpart defects (reputational destruction, career ruin, legal exposure, financial ruin, physical harm).
• $C \in [1, 10]$ (Adversarial Capacity): The counterpart's socio-political power, intelligence, connections, vengefulness, and capacity to inflict harm upon becoming hostile.

Denominator (Trust and Structural Constraints)

• $I \in [1, 10]$ (Demonstrated Integrity): The counterpart's historically verified record of honesty, debt payment, and discretion under pressure across prolonged observation.
• $A \in [1, 10]$ (Incentive Alignment): The degree to which the counterpart's utility function and self-interest benefit from your flourishing.
• $S \in [1, 10]$ (Structural Accountability): External checks that deter defection (written contracts, independent witnesses, ecclesiastical oversight, mutual reputational exposure).

Risk Score Interpretation Thresholds

• $R_s \ge 3.0$: Critical Danger Zone. Immediate defensive posture; zero private disclosure; establish legal, institutional, and spatial buffers.
• $1.0 \le R_s < 3.0$: Guarded Engagement. Standard peripheral engagement; maintain polite affability, strict boundaries, and ongoing verification.
• $R_s < 1.0$: Secure Relational Space. Progressive testing and mutual vulnerability remain appropriate.

2. The Six Empirical Observation Vectors

Evaluate counterparts across six objective behavioral vectors:

Vector 1: Speech Governance (The Gossip and Slander Metric)

• The Principle: How an individual speaks of third parties in their absence indicates how they will speak of you in your absence (Proverbs 16:28; Sirach 19:8; Summa Theologiae II-II, q. 74).
• Observation: Sharing other people's confidential struggles, mocking former friends, or conducting whisper campaigns (susurratio) caps integrity at $I \le 3$.

Vector 2: Pressure Response (The Adversity Metric)

• The Principle: True character reveals itself under scarcity, fatigue, and status threat (Sirach 6:8-10).
• Observation: When resources become constrained or reputations are challenged, observe whether they accept responsibility or scapegoat others to preserve their standing.

Vector 3: Inner Ring Susceptibility (The Status and Sycophancy Metric)

• The Principle: The craving for insider status corrupts moral integrity (C.S. Lewis, The Inner Ring).
• Observation: Flattering authority figures, abandoning lower-status associates when elites enter the room, or altering convictions to gain admission to elite cliques indicates high susceptibility.

Vector 4: Cross-Context Consistency (The Character Metric)

• The Principle: Integrity is wholeness and consistency across time and space.
• Observation: High integrity displays the same person in church, at work, at home, on social media, and when under the influence of alcohol or stress. Radical shifts indicate an opportunistic persona.

Vector 5: Asymmetric Leverage Geometry (The Incentive Metric)

• The Principle: Understand the counterpart's underlying interest before relying on their counsel (Sirach 37:8).
• Observation: Determine whether this person gains financially, socially, or professionally from your degradation. When their gain correlates with your loss, incentive alignment sits at $A \le 2$.

Vector 6: Reaction to Boundaries (The Entitlement Metric)

• The Principle: Moral persons respect personal sovereignty; exploiters view boundaries as aggression.
• Observation: When presented with an unequivocal, polite "No," observe whether they respond with composure and respect, or with passive-aggressive guilt, anger, and boundary-pushing. Entitlement reactions cap $I \le 3$.

3. Threat Typology

Interpersonal harm manifests across five distinct vectors:

1. Physical: Bodily harm, assault, sexual boundary violations, physical intimidation.
2. Financial and Material: Embezzlement, unpaid debts, theft, sabotage of livelihood.
3. Reputational: Slander (detractio), gossip (susurratio), character assassination, public humiliation.
4. Relational: Poisoning alliances, alienating children or family, turning mutual friends into adversaries.
5. Spiritual and Moral: Enticement into unethical behavior, destruction of faith, exploitation through religious guilt.