Continuous Micro-Boundedness (CMB): A Design Invariant for Non-Episodic Adaptive Systems

2026 Preprint Open access

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Authors: Lydia Artemis Paige
DOI: 10.17605/osf.io/kem38
Cited by: 0

Abstract

This project contains the preprint for Continuous Micro-Boundedness (CMB): A Design Invariant for Non-Episodic Adaptive Systems. The paper proposes a structural invariant for persistent adaptive systems based on bounded temporal state, energetic constraints, and structural complexity. It explores how these constraints prevent instability in long-running AI systems and continual learning architectures.

Fields of Study & Subjects

Psychiatry Mental Health Neuroscience Domain Adaptation and Few-Shot Learning Complex Systems and Dynamics

Publication details

Publication date
1 January 2026
Language
EN
Document type
Preprint