AMD Helios: 72-GPU Rack for AI at Scale
AMD Helios packs 72 Instinct MI455X GPUs and 31 TB HBM4 into a single rack delivering 2.9 FP4 ExaFLOPS for AI workloads.
Articles Tagged "GPU"
NVIDIA Bets $2.1B on IREN to Build 5 GW AI Factories
NVIDIA and IREN plan 5 GW of DSX-aligned AI factories, backed by a $2.1B investment warrant and a $3.4B, five-year GPU cloud contract.
Anthropic Doubles Claude Code Limits via SpaceX Deal
Anthropic gains 220,000 GPUs from SpaceX's Colossus 1 in Memphis, immediately doubling Claude Code five-hour rate limits for all paid plans.
OpenAI Open-Sources MRC to Fix AI Supercomputer Jams
Six companies just released MRC, an open networking protocol that routes AI training traffic across hundreds of simultaneous paths to end GPU idle time at supercomputer scale.
Fine-Tuning Costs Comparison - Train Your Own AI
May 2026: Together AI adds Llama 4 and DeepSeek fine-tuning, Fireworks raised deployment prices $1/hr, and H100 rentals fell to under $2.40/hr.
Best AI Home Workstations 2026 - Full Buying Guide
Complete buying guide for AI home workstations in 2026 - pre-built machines and DIY builds for running local LLMs from 3B to 70B+ models, with benchmarks, part lists, and price-tier comparisons.
Cloud GPU Rental Pricing Compared - April 2026
Raw GPU rental rates across 20+ providers normalized to per-GPU-hour - H100, H200, A100, L40S, RTX 4090, on-demand vs spot vs reserved, with hidden costs and value-tier recommendations.
Best Open-Source LLM Inference Servers 2026
A benchmark-driven comparison of the top open-source LLM inference servers - vLLM, SGLang, TGI, llama.cpp, TensorRT-LLM, LMDeploy, and more.
A $900 RTX 3090 Now Beats an M5 Max at LLM Inference
Two researchers fused all 24 layers of Qwen 3.5-0.8B into a single CUDA kernel launch, making a five-year-old RTX 3090 deliver 1.8x the throughput of an M5 Max at equal or better efficiency. The gap was software, not silicon.
AMD Instinct MI430X - Dual-Precision CDNA 5 Accelerator
The AMD Instinct MI430X is AMD's CDNA 5 HPC accelerator with 432GB HBM4, full FP64 support, and 19.6 TB/s bandwidth - designed for sovereign AI and scientific supercomputing alongside the MI455X AI GPU.
A Shoe Company Ditched Shoes for GPUs and Surged 373%
Allbirds sold its entire footwear business for $39 million - roughly 1% of its $4 billion peak valuation - and is rebranding as NewBird AI to buy GPUs and rent compute to AI developers. The stock quadrupled in a day.
Meta Commits $21B More to CoreWeave, Total Hits $35B
Meta expands its CoreWeave partnership by $21 billion through December 2032, bringing total commitments to $35 billion and locking in early NVIDIA Vera Rubin deployments.
