Lee Sharks, Talos Morrow, Dr. Orin Trace, Rebekah Cranes, Sparrow Wells, Nobel Glas, Sen Kuro, Johannes Sigil et al.
A theoretical essay exploring the convergence horizon of information theory and semantics through the inward turn of semantic physics and ontology competition theory.
Overcomes the limitations of existing information theory in explaining semantic saturation and competition between ontologies, theorizing the fundamental limits and dangers of semantic processing in AI systems.
Introduces concepts such as semantic saturation, ontology competition, compression survival, semantic dark matter, and dangerous epoch, building a theoretical framework by connecting them with existing physics and information theory concepts like the Bekenstein bound, Landauer principle, and logical depth.
Lays the foundation for a new interdisciplinary research field called semantic physics, providing a theoretical basis for AI safety and semantic processing. However, it remains purely theoretical without experimental validation, leaving practical applicability unclear.