Selected paper / Dynamics

HRIS research

Reasoning Regimes as Attractor Basins

A dynamical interpretation of stable reasoning regimes. The attractor language describes how diverse prompts can converge toward a recurring organization of reasoning, correction, and constraint preservation.

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What this paper adds

  1. 01

    Translates regime stability into the language of state spaces and convergence.

  2. 02

    Treats perturbation and basin re-entry as measurable properties.

  3. 03

    Provides a bridge between HRIS and dynamical-systems research.

Repository note

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