Articles tagged with “ai-hardware”

Learn why Nvidia acquired Groq's assets for $20B. We analyze the deal's structure, Groq's low-latency LPU technology, and the strategy to avoid antitrust review

Learn about the NVIDIA GB200 supply chain. We analyze the massive global ecosystem of hundreds of suppliers required, from TSMC's silicon to HBM3e and CoWoS pac

Learn about DDR6, the next-gen memory standard. We explain its 17,600 MT/s speeds, new 4x24-bit channel architecture, and how it compares to DDR5 for AI & HPC.

A technical analysis of Google TPU architecture, from v1 to v7. Learn how this custom AI accelerator powers Gemini 3 with superior performance and efficiency vs

An educational guide to NVIDIA AI GPU pricing. We analyze the cost of H100 & H200 GPUs, market factors, HBM memory costs, and compare purchase vs. cloud rental.

Explore NVIDIA H100 rental prices for Nov 2025. This guide compares hourly cloud GPU costs across AWS, GCP, Azure, and specialist providers like Vast.ai.

A comprehensive review of the NVIDIA DGX Spark. Explore its specs, performance benchmarks, price, and the consensus on its value for local AI development vs alt

An in-depth 2025 analysis of AI accelerators from Cerebras, SambaNova, and Groq. Compare their unique chip architectures, funding, and performance for AI worklo

Learn about NVIDIA NVLink, a high-speed GPU interconnect designed to overcome PCIe bottlenecks. This guide explains its architecture, bandwidth, and impact on A

An educational guide to enterprise LLM inference hardware. Compare NVIDIA & AMD GPUs with specialized AI accelerators for running powerful LLMs on-premises.

This article examines the OpenAI-AMD strategic partnership, detailing the GPU supply terms, stock warrants, and the advantages and risks for AI hardware strateg