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Adaptive Relational Zoning: a CAS Framework for Modelling Strategic Social Interaction

13 Juni 2025   13:09 Diperbarui: 13 Juni 2025   19:29 371
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3. Yellow Zone (--5 < R +7): Caution, Ambiguity, and Adaptive Surveillance

This zone marks a relational state of uncertainty, emotional ambivalence, or strategic ambidexterity. Trust is either emerging, partial, or intermittently challenged. Individuals or agents in this zone must engage in monitoring, signaling, and conditional cooperation, often operating under limited information or competing incentives. Yellow Zone dynamics often occur in early-stage partnerships, fragile truces, or recovering relationships. It demands cognitive flexibility, ethical tact, and readiness to pivot as conditions shift. Movement from this zone can escalate positively toward Green or regress toward Red.

4. Red Zone (--15 < R --5): Active Distrust and Strategic Threat Assessment

In the Red Zone, distrust, misalignment, or unresolved violations dominate the relational field. Communication is often defensive or deceptive, and intentions are routinely second-guessed. Parties may engage in manipulation, passive resistance, or direct opposition. This zone requires heightened vigilance and well-calculated interaction strategies. Relationships in this domain can still be recovered with significant effort, but they are fragile and often volatile. Common in competitive business rivalries, estranged partnerships, or post-trauma contexts, Red Zone relations demand tactful containment or deliberate disengagement.

5. Black Zone (R --15): Severed Trust and Malevolent Orientation

The Black Zone represents the collapse or irreversibility of relational breakdown, characterized by entrenched hostility, betrayal, or exploitative intent. Individuals or agents in this zone are viewed not merely as untrustworthy but as actively harmful or structurally incompatible. Interaction may be avoided entirely, or engagement is limited to containment or legal mechanisms. This zone reflects toxic, coercive, or parasitic dynamics, and ethical interaction may no longer be viable. Examples include high-conflict ex-relationships, warfare stances, or organizational sabotage. Recovery from this zone is rare and requires extraordinary structural and emotional recalibration.

6. Clear Zone (Undefined or Oscillatory R): Null, Unknown, or Non-Relational States

The Clear Zone is a placeholder for undefined, oscillating, or irrelevant relational contexts. It accounts for relationships that are either too new, contextually dormant, statistically unstable, or strategically marginal to warrant classification. It also encompasses interactions where relational intent is absent or neutral, such as interactions with strangers, one-time encounters, or highly role-constrained exchanges (e.g., automated customer service). In simulations, this zone serves as the initial or reset state before data accumulation permits scoring.

Summary Insight

This six-zone classification framework provides a scalable and adaptable lens to track the relational posture between individuals or agents over time. Each zone represents a qualitatively distinct logic of interaction, demanding differentiated tactics, ethical assumptions, and strategic engagement. Importantly, these zones are not fixed states but dynamic thresholds within a continuous relational field, wherein transitions are influenced by behavioral cues, structural forces, emotional investments, and adaptive learning. This model lays the groundwork for both predictive simulations and real-time strategic guidance in high-stakes, socially complex environments.

Computational Considerations:

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