Context Normalization at MM88 Rather than emphasizing interaction direction or behavioral sequencing, the platform prioritizes structural standardization and neutral abstraction balance. Through a normalization-driven interface structure, MM88 aligns contextual elements within standardized layers to preserve representational integrity. Normaliza