An open-source project called virtio-nvgpu forwards Nvidia kernel driver ioctls directly between a Linux KVM guest and host, letting the guest run Nvidia's unmodified user-mode drivers for Vulkan and NVENC without API-level translation. Benchmarks on an RTX 3060 show guest frame times within about 2% of bare metal for frames above roughly 2ms, with CPU usage in the guest matching or slightly beating the host over a 12-second, ~100fps test.
github.com
· 2026-09-24
A new Ornn Data paper argues that NVIDIA's older Ampere-generation GPUs, particularly the A100, remain economically useful far longer than assumed because open-weight models can be run cheaply on them. The analysis found that self-hosted open-weight models like gpt-oss-120b produce output more cheaply on A100 chips than on newer H100 hardware, and that A100 rental prices have stayed unusually stable over a five-year contract period compared to Hopper and Blackwell chips.
data.ornn.com
· 2026-09-22
Asus is selling its ROG Edition 20 anniversary bundle—including the ROG Astral RTX 5090, a Crosshair X870E motherboard, a 3000W Thor Titanium PSU, and an open-frame case—for $10,849.96 on Newegg. With standalone RTX 5090 stock nearly gone in the US and third-party resellers charging close to $10,000 just for the card, this fully-loaded bundle now works out to be one of the least expensive ways to obtain the GPU.
tomshardware.com
· 2026-09-15
Dutch startup Euclyd raised a 200-million-euro ($231 million) Series A round, with Samsung, Somerset Capital Partners, EQT's Scaleup Europe Fund and Innovation Industries co-leading the investment. Founded in 2024, Euclyd is building an AI chip system with a different architecture from Nvidia's GPUs, aimed specifically at inference workloads, covering both processor and memory design.
cnbc.com
· 2026-09-14
Jon Peddie Research says standalone graphics processor shipments for consumer PCs rose 12.2% quarter-over-quarter and 14.1% year-over-year in Q2 2026, even as component shortages pushed prices higher and overall CPU shipments fell. Notebook GPU shipments jumped 16.8% sequentially while desktop GPU shipments slipped 4%, with AMD picking up market share in the process.
tomshardware.com
· 2026-09-04
Following its latest earnings report, Nvidia is showing investors that its competitive moat isn't limited to GPU chips, where rivals like Amazon and Google are building in-house alternatives. The company's Vera Rubin architecture bundles GPUs with CPUs, inference accelerators, storage and networking racks, positioning Nvidia as the orchestrator of entire gigawatt-scale AI data centers rather than just a chip supplier.
techcrunch.com
· 2026-08-29
Researchers demonstrated a new Rowhammer variant called GPUThor that defeats NVIDIA's ECC memory protections on Ampere-class workstation GPUs, including the RTX A4000, A4500, A5000, and A6000. By using a non-uniform hammering pattern tuned to avoid triggering GDDR6's Target Row Refresh defenses, the attack generates far more bit flips than earlier concepts like GPUHammer, enabling denial-of-service conditions and root-level privilege escalation.
bleepingcomputer.com
· 2026-08-26
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