Poolside has launched Laguna S 2.1, a 118B-parameter open-weight mannequin constructed for agentic coding. It is a Mixture-of-Experts (MoE) mannequin with 8B activated parameters per token. It helps a context window of as much as 1M tokens in each pondering and no-thinking modes. The weights are on Hugging Face beneath an OpenMDW-1.1 license, and the…
Developers constructing manufacturing brokers want larger token effectivity, decrease latency, and extra dependable efficiency. Today, Google has released three new Gemini models. The lineup is Gemini 3.6 Flash, Gemini 3.5 Flash-Lite, and Gemini 3.5 Flash Cyber. All three sit within the Flash tier, which Google tunes for velocity, price, and high-volume agentic work slightly than…
In this tutorial, we discover NVIDIA’s srt-slurm framework and find out how we use srtctl to transform declarative YAML configurations into reproducible SLURM benchmark workflows for distributed LLM serving. We arrange the undertaking in Google Colab, examine its inside structure, outline a cluster configuration, dry-run built-in and customized recipes, and mannequin a disaggregated prefill-and-decode deployment…
A survey of over 300 CTOs, CISOs, and engineering leaders revealed a widening hole between AI adoption and id safety. 88% say AI has already outpaced their id infrastructure. 84% of probably the most assured organizations have already skilled a confirmed id incident. Shared SaaS id setups get hit twice as arduous. Our newest eBook…
Google has launched Gemini 3.6 Flash and three.5 Flash-Lite as new workhorses designed to chop latency and token costs for enterprise AI brokers. The economics of working autonomous software program brokers inside a manufacturing atmosphere come right down to a set equation few distributors promote immediately. A mannequin must cause by means of a multi-step…
You open a generative AI instrument anticipating a fast increase. Ten minutes later, you’re nonetheless there, refining a immediate for the fourth time. The activity you began with has drifted off to the facet someplace. Sound acquainted? Knowledge employees in 2026 are working into this increasingly. It is smart when you take a look at…
Bristol Myers Squibb is buying an Nvidia DGX SuperPOD constructed on the chipmaker’s Vera Rubin structure to help synthetic intelligence use throughout its drug discovery and improvement operations. The pharmaceutical firm stated it will likely be the primary life sciences group to accumulate a DGX SuperPOD primarily based on Vera Rubin. Nvidia launched the structure…
Meta has launched Astryx, an open supply design system that’s absolutely customizable and constructed to be operated by each folks and the AI brokers working alongside them. It is offered now in Beta. Astryx will not be a new experiment. It grew inside Meta during the last eight years, the place the corporate says it…
NVIDIA has launched Cosmos 3 Edge, a 4-billion-parameter open world mannequin constructed to run on-device. It helps robots and imaginative and prescient AI brokers perceive environment, purpose in actual time, and generate robotic actions domestically. The Cosmos 3 family included Cosmos 3 Nano (16B) and Cosmos 3 Super (64B) shipped on May 31, 2026 at…
Enterprises evaluating Chinese open-weight models this month face a query that has nothing to do with benchmarks: whether or not utilizing one will nonetheless be easy in a yr. Moonshot AI’s Kimi K3 arrived on July 16 as the biggest open-weight mannequin but launched, and inside days it had reopened a coverage argument in Washington…