Signal65 Research & Analysis
From Dense to Mixture of Experts: The New Economics of AI Inference
Ryan Shrout
December 29, 2025
The AI infrastructure landscape is shifting again as model designs move from dense transformers to Mixture of Experts and as reasoning-heavy workloads become the norm.
Recent Research & Analysis

Leading the Consumer AI Revolution with Galaxy AI
Ryan Shrout
August 12, 2024

The Economics of Disaggregated Private Cloud Storage
Mitch Lewis
July 15, 2024

Demystifying AI: Transformers
Mitch Lewis
June 24, 2024

Demystifying AI, ML, and Deep Learning
Mitch Lewis
June 3, 2024

A Modern AI PC Design
Ryan Shrout
May 20, 2024

Dell POC for Scalable and Heterogeneous Gen-AI Platform
Russ Fellows
April 15, 2024

Dell Enables an Industrial Digital Twin Proof of Concept with Artificial Intelligence Technology
Mitch Lewis
March 15, 2024