AMD released the Ryzen AI Halo developer system, a $3,999 mini PC with a Ryzen AI Max+ 395 processor and 128GB of memory, targeting local AI development. The system lacks the high-end networking of co…
Unified memory in mini PCs like the AMD Ryzen AI Max+ 395 allows them to run 70-billion-parameter models that exceed the VRAM capacity of high-end GPUs like the NVIDIA RTX 5090, but at significantly s…
DeepSeek's DSpark paper reframes speculative decoding by grafting a speculative head directly onto the target model rather than training a separate draft model. The technique reduces layer duplication…
NVIDIA announced XR AI, a developer library for building AI agents that operate through AR glasses and XR devices, enabling hands-free, context-aware assistance in real-world environments. The platfor…
Google DeepMind's DiffusionGemma, optimized for NVIDIA platforms, generates text tokens in parallel rather than sequentially, achieving up to 1,000 tokens per second on a single NVIDIA H100 GPU. The m…
Two machines with 128 GB of unified memory — the AMD Strix Halo and the NVIDIA DGX Spark — are being compared by owners who run 70B-parameter language models locally. AI developer u/Eugr benchmarked b…
NVIDIA and over a dozen engineering software providers, including Cadence, Dassault Systèmes, Siemens, and Synopsys, are building autonomous AI engineers using the NVIDIA NemoClaw blueprint to automat…
NVIDIA announced at Computex 2026 a streamlined setup for running autonomous AI agents locally on its DGX Spark hardware, reducing the process from hours to minutes. The company introduced the NemoCla…
Canonical has introduced Embedded AI, a development approach that packages local LLM inference directly into web applications as a software dependency rather than relying on remote, metered AI APIs. T…