#Hardware

Together AI Launched Self-Service Instant Clusters on NVIDIA H100 and B200

FlashAttention-3 Will Accelerate Transformers Twofold at 75% GPU Load

Hardware·Together AI Blog

Together AI achieves 90% faster training on NVIDIA Blackwell

Together AI announced access to NVIDIA Blackwell GPU clusters with its own optimizations, achieving 90% faster Llama 70B training and 15,264

01ThunderKittens by Together AI: A New Language for Efficient GPU KernelsMay 21, 2026·3 min 02AMD readies Ryzen AI Halo — a $3999 mini-PC for AI developmentMay 21, 2026·2 min 03Herman Gref arrives in Beijing in search of chips for GigaChatMay 21, 2026·2 min 04Together AI Explains Why Cloud for AI Is a Completely Different ArchitectureMay 21, 2026·2 min 05Together AI: How Kernel Optimizations Close the Gap Between Models and GPUsMay 21, 2026·3 min

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Hardware·Bloomberg Tech

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

Nvidia, the world's most valuable public company, has disappointed investors with weak sales guidance amid rising competition in the AI chip

01Alibaba designs AI chips for agents — and that changes the race itselfMay 21, 2026·3 min 02Anthropic Signs Contract with SpaceX for 300 MW Power and Increases Claude LimitsMay 21, 2026·4 min 03NVIDIA introduced Nemotron-Labs-Diffusion: a model with triple decodingMay 21, 2026·2 min

Hardware·TechCrunch

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 o

Hardware·TechCrunch

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

Hardware·TechCrunch

Jensen Huang Unlocks a $200 Billion Market for Nvidia in AI Agent Processors

Nvidia CEO Jensen Huang predicts a new $200 billion market for AI agent processors—a major growth opportunity as autonomous agents become mainstream.

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

Hardware·Bloomberg Tech

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

NVIDIA Released AI-Q for Deep Research in Agent Frameworks

SpaceX Will Invest $2.8 Billion in Gas Turbines for AI Data Centers

How NVIDIA Recommends Adapting AI Agents for Specific Tasks

Alibaba unveils Zhenwu M890 — an accelerator optimized for AI agents

Hardware·Together AI Blog

FlashAttention-4: How Together AI Accelerated Attention on Blackwell GPUs

Together AI unveiled FlashAttention-4, an attention algorithm optimization for Blackwell GPUs that achieves 1605 TFLOPs/s and runs 2.7× fast