May 21, 20260 citationsOpen Access
View Full PaperThe Carlo Dynamics Framework: Temporal Behaviour of Recursive Systems
Key Points
- This framework aims to describe the behaviour and lifecycle of recursive systems using established theories.
- Developed the Carlo Dynamics Framework based on Unified Loop Theory and Carlo Information Principle.
- Analyzed system behaviour across diverse domains including motion, stability, and failure modes.
- Formalized the dynamics of loops and their impact on system evolution.
- Identified key factors such as curvature and energy in influencing system stability.
- Demonstrated how loops can distort, collapse, or reset, affecting overall system dynamics.
- Provided a comprehensive model to understand system lifecycles and potential instabilities.
Abstract
The Carlo Dynamics Framework describes the temporal behaviour of loops across all domains. Building on the structural foundation of the Unified Loop Theory and the mechanistic foundation of the Carlo Information Principle, this paper explains how loops move, distort, destabilise, collapse, exit, and reset. It outlines the roles of curvature, energy, symmetry, information, and constraint in shaping system motion and stability. By formalising the lifecycle and failure modes of recursive systems, the Dynamics Framework provides a unified model of system evolution, instability, and renewal. ACKNOWLEDGEMENT Raise a glass to The Prodigy and Faithless — two groups that soundtracked whole chapters of our lives. And here’s to Keith Flint and Maxi Jazz. Keith was pure chaos in the best way, a bloke who hit the stage like a lightning strike. Maxi was the steady voice that cut through everything with calm truth. Different energies, same impact. Two absolute legends who left the world louder, wiser, and better than they found it.