here all parameters are activated for every query, an MoE model has a network of “expert” sub-networks. For any given input, a smart routing mechanism activates only a fraction of these experts (e.g., 2.4% of the model’s total 236 billion parameters). This dramatically reduces computational load during inference, making the model far cheaper and faster to run.The Innovator’s T