Mixture of Experts - Routing Queries to Specialist Sub-Networks
How Mixture of Experts architecture enables large-scale AI models by activating only a subset of parameters per input, achieving efficiency …
Efficiency
Cost Optimization (Well-Architected Pillar)
The Well-Architected pillar covering right-sizing, reserved capacity, spot instances, and cost allocation - and how it applies to AI …
Sustainability (Well-Architected Pillar)
The Well-Architected pillar added in 2021 covering efficient resource usage, managed services, and data lifecycle management - and how it …
AI Cost Optimization Patterns
Model selection by task, caching strategies, batch vs real-time processing, and tiered inference with Haiku, Sonnet, and Opus.