#Hardware
Curated coverage on «Hardware»: releases, research, benchmarks, open-source.

OpenAI starts charging for guaranteed access to compute capacity
OpenAI has launched paid long-term contracts that guarantee enterprise clients stable access to compute capacity amid a growing GPU shortage.

Together AI Launched Self-Service Instant Clusters on NVIDIA H100 and B200
Together AI officially launched Instant Clusters — self-service GPU clusters based on NVIDIA H100 and B200 that deploy in minutes and are ready for production…

FlashAttention-3 Will Accelerate Transformers Twofold at 75% GPU Load
Together AI released FlashAttention-3 — an algorithm that accelerates transformers 1.5-2x and utilizes 75% of H100 GPU performance while maintaining low-precision…

Nvidia Disappoints Investors with Weak Guidance Amid Rising Competition in AI Chips

Alibaba designs AI chips for agents — and that changes the race itself

Anthropic Signs Contract with SpaceX for 300 MW Power and Increases Claude Limits

NVIDIA introduced Nemotron-Labs-Diffusion: a model with triple decoding

Elon Musk's xAI to Become Anthropic's Compute Provider at $1.25 Billion per Month
Anthropic has agreed to pay Elon Musk's xAI $1.25 billion monthly for access to computing resources. The deal highlights the critical role of GPUs in AI companies'…

Musk's xAI invests $2.8 billion in gas generators for a data center
xAI is buying $2.8 billion worth of gas turbines over three years for the Colossus supercomputer. The investment was disclosed in SpaceX IPO filings and coincides…

NVIDIA Vera Rubin: How Developers Will Scale Agentic AI Without Latency

NVIDIA Shows the Difference Between Evaluating Models and Evaluating AI Agents

NVIDIA developed a skills verification system for managing AI agents

Alibaba Introduces Its Own AI Chip for Neural Network Training and Inference

🎧 Language Models: The Week in Review
Meta is laying off 1,000 employees amid record profits to buy silicon chips, while the Vatican prepares a historic tract on protecting the soul from algorithms.

Tony Minella: demand for AI data centers is not going away
The president of Eldridge Industries is convinced that demand for AI data centers will remain strong and that the technology itself will become a tool that…









