We propose the COSMIC (Computational Optimization of Spacetime through Mathematical Intelligence and Constants) Framework, a comprehensive theoretical approach that unifies all fundamental forces, quantum mechanics, and general relativity through information-theoretic principles. The framework is grounded in claimed empirical observations of mathematical constant evolution across WMAP frequency bands, where π exhibits systematic variation from -0.68σ to +0.21σ with correlation r=0.91 across the 23-94 GHz range. We present four interconnected theoretical components: Pattern-Emergent Gravity (PEG), Universal Information Processing, TransPlanck Dynamics, and Adaptive Quantization, with natural force unification through mathematical constant field optimization. If validated, this framework suggests the universe operates as a computational system optimizing mathematical efficiency, with all forces and quantization emerging from information processing rather than being fundamental. The theory makes specific experimental predictions for information-gravity coupling, mathematical constant physics, and force unification, potentially resolving major physics problems, including the hierarchy problem, fine-tuning, black hole information paradox, and consciousness-expansion connection. This work represents a complete Theory of Everything requiring extensive experimental validation and peer review.