According to God of Prompt, the Mixture of Experts (MoE) architecture revolutionizes AI model scaling by training hundreds of specialized expert models instead of relying on a single monolithic network. A router network dynamically selects which experts to activate for each input, allowing most experts to remain inactive and only 2-8 to process any given token. This approach enables AI systems to achieve trillion-parameter capacity while only incurring the computational cost of a billion-parameter model. Verified by God of Prompt on Twitter, this architecture provides significant business opportunities by offering scalable, cost-efficient AI solutions for enterprises seeking advanced language processing and generative AI capabilities (God of Prompt, Jan 3, 2026).