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Dell Enterprise Hub is all you need to build AI on premises

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Stream Smarter and Safer: Learn how NVIDIA NeMo Guardrails Enhance LLM Output Streaming

An illustration representing NeMo Guardrails.​​LLM Streaming sends a model’s response incrementally in real time, token by token, as it’s being generated. The output streaming capability has evolved…An illustration representing NeMo Guardrails.

​​LLM Streaming sends a model’s response incrementally in real time, token by token, as it’s being generated. The output streaming capability has evolved from a nice-to-have feature to an essential component of modern LLM applications. The traditional approach of waiting several seconds for full LLM responses creates delays, especially in complex applications with multiple model calls.

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AI Transforms Brain MRIs Into Potential Stroke Predictors

Researchers, using AI to analyze routine brain scans, have discovered a promising new method to reliably identify a common but hard-to-detect precursor of many…

Researchers, using AI to analyze routine brain scans, have discovered a promising new method to reliably identify a common but hard-to-detect precursor of many strokes. In a study published in the journal Cerebrovascular Diseases, scientists from the Royal Melbourne Hospital described a new AI model that could one day prevent at-risk patients from becoming stroke victims.

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Tiny Agents in Python: a MCP-powered agent in ~70 lines of code

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Blackwell Breaks the 1,000 TPS/User Barrier With Meta’s Llama 4 Maverick

NVIDIA has achieved a world-record large language model (LLM) inference speed. A single NVIDIA DGX B200 node with eight NVIDIA Blackwell GPUs can achieve over…

NVIDIA has achieved a world-record large language model (LLM) inference speed. A single NVIDIA DGX B200 node with eight NVIDIA Blackwell GPUs can achieve over 1,000 tokens per second (TPS) per user on the 400-billion-parameter Llama 4 Maverick model, the largest and most powerful model available in the Llama 4 collection. This speed was independently measured by the AI benchmarking service…

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Spotlight: Infleqtion Optimizes Portfolios Using Q-CHOP and NVIDIA CUDA-Q Dynamics

financial chartComputing is an essential tool for the modern financial services industry. Profits are won and lost based on the speed and accuracy of algorithms guiding…financial chart

Computing is an essential tool for the modern financial services industry. Profits are won and lost based on the speed and accuracy of algorithms guiding financial decision making. Accelerated quantum computing has the potential to impact the financial services industry with new algorithms able to speed-up or enhance existing tools, such as portfolio optimization techniques.

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Grandmaster Pro Tip: Winning First Place in a Kaggle Competition with Stacking Using cuML

What does it take to win a Kaggle competition in 2025? In the April Playground challenge, the goal was to predict how long users would listen to a podcast—and…

What does it take to win a Kaggle competition in 2025? In the April Playground challenge, the goal was to predict how long users would listen to a podcast—and the top solution wasn’t just accurate, it was fast. In this post, Kaggle Grandmaster Chris Deotte will break down the exact stacking strategy that powered his first-place finish using GPU-accelerated modeling with cuML. You’ll learn a…

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Sale Into Summer With 40% Off GeForce NOW Six-Month Performance Memberships

GeForce NOW is turning up the heat this summer with a hot new deal. For a limited time, save 40% on six-month Performance memberships and enjoy premium GeForce RTX-powered gaming for half a year. Members can jump into all the action this summer, whether traveling or staying cool at home. Eleven new games join the
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NVIDIA Dynamo Accelerates llm-d Community Initiatives for Advancing Large-Scale Distributed Inference

The introduction of the llm-d community at Red Hat Summit 2025 marks a significant step forward in accelerating generative AI inference innovation for the open…

The introduction of the llm-d community at Red Hat Summit 2025 marks a significant step forward in accelerating generative AI inference innovation for the open source ecosystem. Built on top of vLLM and Inference Gateway, llm-d extends the capabilities of vLLM with Kubernetes-native architecture for large-scale inference deployments. This post explains key NVIDIA Dynamo components that…

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Just Released: NVIDIA HPC SDK v25.5

The new release includes support for CUDA 12.9, updated library components, and performance improvements.

The new release includes support for CUDA 12.9, updated library components, and performance improvements.

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