#nvidia

NVIDIA's latest app beta adds Dynamic Multi Frame Generation for GeForce RTX 50 Series GPUs, alongside higher 6X generation limits and a new frame-generation model for select games.

A hot r/gamernews post is spotlighting Tom's Hardware coverage of Jensen Huang's response to DLSS 5 criticism, as Nvidia simultaneously positions the feature as a fall 2026 neural-rendering upgrade backed by major publishers including Bethesda, CAPCOM, Ubisoft, and Warner Bros. Games.

NVIDIA announced Dynamo 1.0 on March 16, 2026 as a production-grade open-source layer for generative and agentic inference. The release matters because it ties Blackwell performance gains, lower token economics and native integration with major open-source frameworks into one operating model.

AWS said on March 16, 2026 that it is expanding its NVIDIA collaboration from chips and networking to software, data movement, and Amazon Bedrock model services. The companies plan more than 1 million GPUs across AWS regions beginning in 2026 and are adding new Blackwell, Nemotron, and NIXL integrations aimed at production AI workloads.

A March 26, 2026 r/LocalLLaMA post linking NVIDIA's `gpt-oss-puzzle-88B` model card reached 284 points and 105 comments at crawl time. NVIDIA says the 88B MoE model uses its Puzzle post-training NAS pipeline to cut parameters and KV-cache costs while keeping reasoning accuracy near or above the parent model.

Thinking Machines Lab said it signed a multi-year strategic partnership with NVIDIA to deploy at least one gigawatt of next-generation Vera Rubin systems. The companies also plan to co-design training and serving systems and widen access to frontier AI and open models for enterprises, research institutions, and the scientific community.

A r/LocalLLaMA thread spread reports that NVIDIA could spend $26 billion over five years on open-weight AI models, but the real discussion centered on strategy rather than headline alone. NVIDIA’s March 2026 Nemotron 3 Super release gives the clearest evidence that the company wants open models, tooling, and Blackwell-optimized deployment to move together.

Meta says a new multi-year deal with NVIDIA will support AI-optimized data centers for training, inference, and core workloads. The announcement also connects privacy, networking, and future Vera Rubin clusters to the same infrastructure roadmap.

GamesRadar says Jensen Huang told Lex Fridman he understands the criticism around Nvidia's DLSS 5 demos and that he does not love “AI slop” either, framing the tech as an artist-controlled generative AI tool.

NVIDIA said on March 25, 2026 that Nemotron Nano 12B v2 VL delivers on-prem video understanding and, in NVIDIA's telling, performs near 30B-class alternatives on the MediaPerf benchmark at less than half the footprint. NVIDIA's model card describes it as a commercially usable multimodal model for multi-image reasoning, video understanding, visual Q&A, and summarization.

At KubeCon Europe, NVIDIA moved its GPU Dynamic Resource Allocation driver into the CNCF and upstream Kubernetes ecosystem. The company also tied the donation to confidential containers support, KAI Scheduler progress, and new tools for large-scale AI cluster orchestration.

NVIDIA introduced OpenShell on March 23, 2026. The company says the open source runtime isolates each autonomous agent in its own sandbox and keeps policy enforcement at the infrastructure layer instead of relying only on model or application safeguards.