#inference

The 2026 Inference Economy: How AI Chips and Edge Hardware Are Reshaping Cloud Bills

How dedicated AI chips, edge hardware, and smarter sourcing are cutting the cost of serving models in the 2026 inference economy.

Edge AI Deployment on ARM-based Hardware: A Practical Guide for 2026

The edge AI market is projected to reach $33.3 billion in 2026, with an estimated 1.6 billion edge AI chip shipments driving a fundamental shift in where intelligence lives. ARM-based hardware has eme

Mixture of Experts Explained: How Sparse Activation Is Cutting LLM Inference Costs by 10x

A deep dive into how MoE architectures reduce LLM inference costs at scale.

Sparse Mixture of Experts: The Research Breakthrough Cutting LLM Inference Costs by 90%