The Carlo Dynamics Framework: Temporal Behaviour of Recursive Systems

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.