Effective Geometry, Coarse-Graining, and the Non-Fundamental Quantization of Gravity in a Recursive Geometric Framework

We develop a balanced effective framework connecting late--time cosmology, emergent gravity, and the conceptual foundations of quantum gravity. Building upon the Recursive Geometric Field (RGF) and the Unified Model of Creation and Reality (UMCR), we interpret gravitational dynamics as an emergent, coarse--grained description of a pre--dynamical geometric organization of spacetime. Within this perspective, gravity need not be fundamentally quantized, while quantum field theory in curved spacetime and the effective field theory of General Relativity remain fully valid within their domains of applicability. We clarify the role of coarse--graining scales, establish consistency with observational cosmology, and identify the regime in which quantum gravitational phenomena are expected to arise. The framework does not provide a microscopic theory of quantum gravity, but delineates a coherent and falsifiable pathway—through late--time cosmological observables and structure growth—linking cosmology, effective geometry, and semiclassical gravity.