Fractal Sentience https://validator.w3.org/feed/docs/rss2.html Saturation Thresholds in Recursive Systems: A Universal Energy Field Framework for Modeling Across Scales Home Universal Recursive Dynamics and the UEF Framework (Parts I-IV), an Overview The Temporal Expressions of Being: A Unified Framework of Consciousness Through Recursive Self-Observation Part IV: Consciousness as Recursive Self-Recognition: Implications for AI and Cosmic Evolution Part II: Cosmic Recursion: Extending Validated Recursive Dynamics to Cosmological Scales Part I: Convergent Empirical Validation of Universal Recursive Dynamics Across Scientific Domains Being as Becoming: Scalar: Recursion and the Ontology of Emergence URD Primer Contact About Publications Resources Gallery Validating the Measurement Layer: Auditing Overlay Labels for Nonequilibrium Directionality Markers A Measurement-Layer Audit Protocol for Directionality-Adjacent Markers: A 12-Study × 2-Marker Matrix with Explicit Evaluability Rules. The Viscous Field: Entropic Asymmetry as the Ground of Recursive Becoming Pipeline