This work defines a model that enhances autonomous regulation in artificial systems, suggesting new pathways for exploration.
This work defines a minimal structural condition for operational meta-regulatory capacity in artificial systems. It formalizes the structural threshold separating pure reactivity from autonomous interpretative regulation. The model introduces a closed-loop architecture in which interpretation depends on system state and can be modified through internal meta-regulation prior to generating future responses. The framework is implementation-independent and establishes a theoretical foundation for further research on autonomy in artificial systems.
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Sylwia Romana Miksztal (2026) studied this question.
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