Understanding the Mixture of Experts (MoE) Architecture: Introduction to MoE Mixture of Experts (MoE) is a neural network architecture that consists of multiple sub-networks (called "experts") and a gating mechanism that routes each input to the most appropriate expert. In essence, an MoE model is like an ensemble of specialists: each expert network is trained…

The rise of AI-powered autonomy is redefining industries, economies, and daily life. With advancements in Artificial Intelligence (AI), Machine Learning (ML), Edge Computing, Robotics, and 5G, we are witnessing a shift where machines operate independently, analyze real-time data, and make decisions with minimal human intervention, from self-driving vehicles to AI-powered factories, autonomous systems are bringing…