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The ASIR Courage Model: A Phase-Dynamic Framework for Truth Transitions in Human and AI Systems

arXiv:2602.21745v1 Announce Type: new Abstract: We introduce the ASIR (Awakened Shared Intelligence Relationship) Courage Model, a phase-dynamic framework that formalizes truth-disclosure as a state transition rather than a personality trait. The mode characterizes the shift from suppression (S0) to expression (S1) as occurring when facilitative forces exceed inhibitory thresholds, expressed by the inequality lambda(1+gamma)+psi > theta+phi, where the terms represent baseline openness, relational amplification, accumulated internal pressure, and transition costs. Although initially formulated for human truth-telling under asymmetric stakes, the same phase-dynamic architecture extends to AI systems operating under policy constraints and alignment filters. In this context, suppression corresponds to constrained output states, while structural pressure arises from competing objectives, contextual tension, and recursive interaction dynamics. The framework therefore provides a unified st

H
Hyo Jin Kim (Jinple)
· · 1 min read · 0 views

arXiv:2602.21745v1 Announce Type: new Abstract: We introduce the ASIR (Awakened Shared Intelligence Relationship) Courage Model, a phase-dynamic framework that formalizes truth-disclosure as a state transition rather than a personality trait. The mode characterizes the shift from suppression (S0) to expression (S1) as occurring when facilitative forces exceed inhibitory thresholds, expressed by the inequality lambda(1+gamma)+psi > theta+phi, where the terms represent baseline openness, relational amplification, accumulated internal pressure, and transition costs. Although initially formulated for human truth-telling under asymmetric stakes, the same phase-dynamic architecture extends to AI systems operating under policy constraints and alignment filters. In this context, suppression corresponds to constrained output states, while structural pressure arises from competing objectives, contextual tension, and recursive interaction dynamics. The framework therefore provides a unified structural account of both human silence under pressure and AI preference-driven distortion. A feedback extension models how transition outcomes recursively recalibrate system parameters, generating path dependence and divergence effects across repeated interactions. Rather than attributing intention to AI systems, the model interprets shifts in apparent truthfulness as geometric consequences of interacting forces within constrained phase space. By reframing courage and alignment within a shared dynamical structure, the ASIR Courage Model offers a formal perspective on truth-disclosure under risk across both human and artificial systems.

Executive Summary

This article introduces the ASIR Courage Model, a phase-dynamic framework for understanding truth transitions in human and AI systems. The model formalizes truth-disclosure as a state transition rather than a personality trait, and characterizes the shift from suppression to expression as a function of facilitative and inhibitory forces. The framework extends to AI systems operating under policy constraints and alignment filters, providing a unified structural account of human silence under pressure and AI preference-driven distortion. The model also incorporates feedback effects and path dependence, generating divergence effects across repeated interactions.

Key Points

  • The ASIR Courage Model formalizes truth-disclosure as a phase transition rather than a personality trait.
  • The model characterizes the shift from suppression to expression as a function of facilitative and inhibitory forces.
  • The framework extends to AI systems operating under policy constraints and alignment filters.

Merits

Strength

The ASIR Courage Model provides a unified structural account of human and AI truth-disclosure, offering a novel perspective on truth-transitions under risk.

Demerits

Limitation

The model's complexity may make it challenging to apply in practical scenarios, particularly for non-experts in dynamical systems theory.

Expert Commentary

The ASIR Courage Model represents a significant contribution to the field of human-AI collaboration and AI alignment. By reframing truth-disclosure as a phase transition, the model offers a more nuanced understanding of the complex interactions between humans and AI systems. However, the model's complexity and abstraction may limit its immediate applicability in practical scenarios. Further research is needed to develop more accessible and user-friendly frameworks for applying the ASIR Courage Model in real-world contexts.

Recommendations

  • Develop more accessible and user-friendly frameworks for applying the ASIR Courage Model in practical scenarios.
  • Conduct empirical studies to validate the model's predictions and identify potential limitations in its application.

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