Spectral Compute CEO Michael Søndergaard proposed at this week's Xcelerated Compute Show that CUDA become a common programming model, with compilers translating its code to run on non-Nvidia accelerat…
An independent developer released an offline AI video upscaler for Windows x64 that performs local 2x and 4x video enhancement with GPU acceleration, batch and folder processing, denoise preprocessing…
MSI launched the PRO MAX EDGE AI+, a 4-liter desktop delivering up to 126 TOPS of AI performance for local AI workloads. The system runs on an AMD Ryzen AI Max+ 395 processor with sixteen Zen 5 cores,…
A user request asks that the AMD Radeon AI PRO R9700 be added to the "My Hardware" database, citing its RDNA4 architecture, 32 GB GDDR6 memory, and 383 FP8 TFLOPS / 383 INT8 TOPS throughput as making …
AMD published a white paper evaluating its 6th Gen EPYC 9006 "Venice" server CPUs across general-purpose, enterprise, cloud-native, AI and high-performance computing workloads, claiming the AMD EPYC 9…
A developer published a step-by-step guide and open-source MCP toolkit for deploying Google's Gemma 4 E2B model to a single AMD Instinct MI300X GPU rented through AMD Developer Cloud at $1.99 per hour…
A forum discussion of GPU pricing notes that used 8-channel memory CPUs such as AMD Epyc can deliver 110 GB/s to 128 GB/s of RAM bandwidth single-socket, with dual-socket Rome systems reported above 2…
Huawei unveiled the Ascend 960 SuperPoD at HUAWEI CONNECT 2026 in Shanghai on September 17, 2026, claiming it is the industry's first supercomputer cluster to use Near-Packaged Optics (NPO). The syste…
Leaker Kepler_L2 says AMD will "have their own version" of neural lighting "like DLSS 5," and in a follow-up comment on the AnandTech forums said the technology will "probably" be exclusive to next-ge…
Compute:Arena launched a public leaderboard for community-submitted local AI benchmarks, open sourcing the internal testing harness used to track model and chip performance across AMD, NVIDIA, Apple S…
A developer built a suite of twelve tag-scoped MCP tools to inventory and manage a single AMD Instinct MI300X GPU on AMD Developer Cloud, using the same server to read the card's native numeric format…
AMD reported leadership scores and expanded benchmark coverage in MLPerf Inference v6.1, whose results were released on September 16, 2026. AMD and its partners submitted validated results across dlrm…
AMD published a step-by-step FlyDSL workflow for implementing a custom diffusion attention kernel, targeting vLLM's TiDAR (Think in Diffusion, Talk in Autoregression) mode with paged KV caches and scr…
AMD published a step-by-step recipe for reproducing its MLPerf Inference v6.1 submission results on AMD Instinct MI355X, MI350X, and MI350P GPUs, marking the company's fifth consecutive round of MLPer…
At the AI Infra Summit, AMD argued that AI infrastructure should be designed around adaptability rather than any single chip or fabric, citing three auditable properties — adaptable, economical and op…
The open-source terminal tool llmfit has attracted more than 34,000 GitHub stars for pre-flight checking local AI models against a machine's RAM, VRAM, and backend before download. llmfit detects hard…
A developer published a troubleshooting guide explaining how to diagnose why Ollama falls back to CPU inference instead of using a GPU on Linux, Windows, and WSL. The guide centers on the `ollama ps` …
A developer published an initial provisioning specification and compose templates on GitHub for running local LLMs, Open WebUI, and dev agents in isolated rootless containers with direct GPU accelerat…
MLCommons published MLPerf Inference v6.1 with a record 30 submitting organizations and 486 datacenter and edge results, including the first peer-reviewed numbers for NVIDIA's Vera Rubin NVL72, AMD's …
A company is soliciting feedback on a planned local AI workstation build featuring 1-2 Nvidia RTX Pro 6000 GPUs, an AMD Threadripper Pro 9955WX CPU, 64GB of DDR5 memory, an Asus Pro WS WRX90E-SAGE SE …