Blog | Altitude AI

Blog

Ed Walker•Jan 8, 2026
Mixture of Experts: How Sparse Models Scale AI to Trillion-Parameter Capacity
Large models usually require massive compute power, but Mixture of Experts (MoE) decouples intelligence from speed. Explore the architecture behind Llama 4 and DeepSeek-V3, and learn how models can hold more knowledge while only using the specific neurons they need for each request.