
AMD's Helios rack packs 72 GPUs and 31TB of memory to take on Nvidia
AMD launched the Instinct MI455X and its Helios rack-scale system, tying 72 GPUs and 31TB of HBM4 into one machine to challenge Nvidia's data-center grip.
Nvidia GPU news, driver releases, Rowhammer-class attacks on GDDR memory, and datacenter silicon.

AMD launched the Instinct MI455X and its Helios rack-scale system, tying 72 GPUs and 31TB of HBM4 into one machine to challenge Nvidia's data-center grip.

Nvidia already dominates AI GPUs. Now it's pushing to supply the CPU, the network, and the whole rack. Here's who that squeezes and whether buyers benefit.

A Chinese system called LineShine debuted at No. 1 on the TOP500 at ISC'26, running entirely on domestic CPUs co-designed with Huawei. Here's what that means.

Jalapeño is OpenAI's first custom inference processor, co-designed with Broadcom. Here's what a purpose-built inference ASIC actually buys you, and who else is doing it.

Qualcomm is in talks to buy Tenstorrent for up to $10 billion, per Reuters and The Information. The bet: a RISC-V challenger to Nvidia, not just phones.

Taiwan is considering US-aligned export controls that would treat unauthorized AI chip shipments to any Chinese customer as a crime. It's under discussion, not law yet.

Nvidia's RTX Spark laptops put a Grace Blackwell superchip and 128GB of unified memory in a notebook, aimed at running 120B-parameter models offline.

Anthropic is paying SpaceX $1.25 billion a month for Colossus 1 and 2 capacity. The contract runs through May 2029 and books about 83% of SpaceX's revenue.

Alibaba showed the Zhenwu M890 at its Cloud Summit on May 19. 144 GB of memory, 800 GB/s interchip bandwidth, and Qwen3.7-Max riding on top.

AMD reported Q1 revenue of $10.25B, up 38% YoY. Data center hit $5.8B (+57%) and Q2 guidance midpoint of $11.2B beat consensus by roughly $700M.

Samsung Electronics posted record Q1 2026 results on April 30: 133.9 trillion won revenue and 57.2 trillion won operating profit. Semiconductors did 93% of the work.

Cerebras filed an S-1 on April 17 listing as 'CBRS,' targeting roughly $23B at the prior private mark. The OpenAI inference deal is the line item that changed the story.

At Cloud Next 2026, Google unveiled TPU 8t and TPU 8i, an 8th-generation split that matches Nvidia on agentic inference. Ironwood hit GA the same day.

IEEE S&P 2026 papers extend GPUHammer with GeForge, GDDRHammer, and GPUBreach. They flip GDDR6 bits to break out of the GPU and own the host.

Meta and Broadcom expanded their partnership to co-develop four generations of MTIA chips on a 2nm process. Here's what the deal includes and why Nvidia should care.