A developer benchmarked six AWS LLM inference backends — Amazon Bedrock, a SageMaker real-time endpoint, vLLM on two EC2 GPU families, and a hand-ported Gemma 4 build on Inferentia2 and Trainium — all…
Reactor and the Amazon Neuron Science team developed a kernel-centric optimization strategy that enables real-time, low-latency video generation on AWS Trainium chips, according to Reactor co-founder …
AWS has been named a Leader in The Forrester Wave: AI Infrastructure Solutions, Q4 2025, receiving the highest score in the Strategy category among 13 providers evaluated. The report highlights AWS's …
Amazon Web Services (AWS) announced at LEAP in Riyadh that its first cloud infrastructure region in the Kingdom of Saudi Arabia is on track to launch in December 2026, representing more than $5.3 bill…
Amazon Web Services (AWS) and NVIDIA announced an expansion of their strategic collaboration, with AWS planning to deploy 2 million additional NVIDIA GPUs across its global infrastructure in 2027–2028…
OpenAI is hiring a Software Engineer, Trainium in San Francisco with a salary range of $295k–380k/yr, to build and optimize its inference stack for AWS Trainium, developing high-performance kernels an…
Modular announced at ModCon 2026 that its Mojo 1.0 programming language is now fully open source under the Apache 2.0 license, and its Modular Cloud is publicly available, serving customers like MiniM…
Researchers at AWS have developed a barrier-free synchronization algorithm for multi-engine AI accelerators such as AWS Trainium, implemented as a compiler backend pass at the AWS Neuron ISA level. On…
AWS has launched the AWS Trainium Frontier competition, inviting academic and industry labs to co-design language model architectures and custom kernels on its purpose-built Trainium AI chips. Partici…
Amazon Web Services (AWS) announced 34 new recipients of its Build on Trainium research awards, a $110 million credit program supporting AI research on its Trainium chips. The Fall 2025 cycle focused …
AMD confirmed a sweeping deal with Anthropic on July 22, 2026, involving up to $5 billion in equity investment from AMD in exchange for Anthropic deploying up to 2 gigawatts of AMD Instinct MI450 Seri…
A VentureBeat Research survey of 573 technical leaders at companies with 100+ employees found that 86% of enterprises operating their own GPUs run those chips at 50% utilization or less, revealing a w…
TwelveLabs raised $100M in Series B funding on July 1, with Amazon as an investor and AWS as its preferred cloud provider. The company offers video understanding APIs that index visual, speech, and te…
AWS announced Neuron Agentic Development capabilities, a collection of AI agents and skills that automate kernel optimization for AWS Trainium and Inferentia hardware. The tools enable developers to w…
NVIDIA GPUs handle variable-length inference requests dynamically without recompilation, while TPUs and AWS Trainium require fixed shapes compiled ahead of time, causing crashes or stalls on mismatche…
AWS and Anthropic deepened their product collaboration this week, with Anthropic now training its most advanced foundation models on AWS Trainium and Graviton infrastructure and launching Claude Cowor…