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

A Performance Revolution for Dell PowerEdge
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AI Storage Pipeline Acceleration with Dell PERC H975i (PERC13)
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The Lenovo ThinkPad X9 and the Future of the AI PC
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The Lenovo ThinkPad T14s Gen 6 with AMD Ryzen AI 300 Series
Ryan Shrout
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MLPerf Inference v5.0: New Workloads & New Hardware
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Intel Gaudi 3 Accelerates AI at Scale on IBM Cloud
Mitch Lewis
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IBM Granite Benchmarking and Enterprise Readiness
Mitch Lewis
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How Modern Manageability Reduces Downtime and Financial Risk
Daniel Newman
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