Topic Cluster // 3 Articles
Surrogate Modeling
01
The Cost Efficient Model Serving Architecture We Use in Production
Let me tell you about the day I watched our inference bill hit $41,000 in a single month. That was SIVARO in late 2025, serving a fine-tuned Llama variant fo...
02
Why Model Architecture Cost is the Real Inference Tax
Three weeks ago, a fintech client asked me why their RAG pipeline was burning through $40K a month. They were serving a 405B-parameter Mixture-of-Experts mod...
03
What Are Cost Efficient Model Architectures for Inference
I spent Q1 2026 helping a fintech client cut inference costs by 74%%. Not by switching clouds. Not by negotiating GPU discounts. By choosing the wrong archite...