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  • All entries83,745
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1 Jun 2026

Five thoughts from Nvidia CEO Jensen Huang’s GTC Taipei 2026 keynote

HardwareDGX agent

Useful artificial intelligence has arrived, and if Nvidia Chief Executive Jensen Huang is right, it is about to reshape not only data centers but also the structure of the global economy and the tech

Gradient-Free Training of Spiking Neural Networks via Low-Rank Evolution Strategies

ResearchDGX agent

arXiv:2605.30361v1 Announce Type: cross Abstract: Spiking Neural Networks (SNNs) offer compelling energy efficiency on neuromorphic hardware, yet their training remains challenging because the discret

🆕Grok Imagine’s Video Agent Moment: Cosmos, xAI, World Models, Generative UI, & the Codex Phase for Video! https://www.latent.space/p/video…

HardwareDGX agent
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🆕Grok Imagine’s Video Agent Moment: Cosmos, xAI, World Models, Generative UI, & the Codex Phase for Video! https://www.latent.space/p/video-agents @EthanHe_42, former @xai world model lead and @nvidia

HetCCL: Enabling Collective Communication For Mixed-Vendor Heterogeneous Clusters

ResearchDGX agent

arXiv:2605.31000v1 Announce Type: cross Abstract: Training Large Language Models (LLMs) on heterogeneous clusters presents significant challenges for collective communication, as hardware from multipl

How Cosmos 3 Helps Physical AI Think Before It Acts

HardwareDGX agent

NVIDIA Cosmos 3 uses a mixture-of-transformers architecture that pairs a reasoning transformer with a generation transformer, enabling it to understand object interactions and spatial-temporal relatio

https://x.com/huggingface/status/2061495792246915131

HardwareDGX agent

So much great work lately from Nvidia, the 'King of American Open-source AI'! - Crossed 1,000 total public repositories on @huggingface (820 models, 249 datasets & 57 spaces) & almost 60,000 followers

Intel: Our upcoming AI chip will be cheaper, run cooler than Nvidia, AMD options

HardwareDGX agent

Intel plans to ship its Crescent Island AI GPU in 2026, targeting Nvidia and AMD on cost and power efficiency. The chip uses cheaper LPDDR5X memory and is designed to run in air-cooled server racks ra

It's cool to see that the http://hf.co/blog has become progressively a major source of learning and news about AI for the community. Just lo…

HardwareDGX agent

It's cool to see that the http://hf.co/blog has become progressively a major source of learning and news about AI for the community. Just look at the recent content created & major announcements & tut

Jensen Huang says Anthropic, OpenAI, and SpaceX are among the first big users for Nvidia's new Vera CPUs, which are 1.8x faster for AI workloads than x86 chips (Ian King/Bloomberg)

HardwareDGX agent

Ian King / Bloomberg: Jensen Huang says Anthropic, OpenAI, and SpaceX are among the first big users for Nvidia's new Vera CPUs, which are 1.8x faster for AI workloads than x86 chips — Nvidia Corp. sai

Neurosim: A Fast Simulator for Neuromorphic Robot Perception

HardwareDGX agent

arXiv:2602.15018v2 Announce Type: replace-cross Abstract: Neurosim is a fast, real-time, high-performance library for simulating sensors such as dynamic vision sensors, RGB cameras, depth sensors, and

NVIDIA AI Cloud Ecosystem Expands Worldwide to Meet Global AI Compute Demand

HardwareDGX agent

The NVIDIA AI Cloud ecosystem is accelerating the global buildout of AI factory infrastructure. Partners are expanding capacity to meet growing demand from enterprises, startups, nations, AI labs and

Nvidia announcing a 550B model wasn't on my bingo card They are now the strongest american open-source lab

HardwareDGX agent

Nvidia announced development of a 550 billion parameter language model, positioning itself as a leading open-source AI research organization competing with traditional academic and independent labs. T

Nvidia debuts RTX Spark processor for Windows laptops, compact desktops

HardwareDGX agent

Nvidia Corp. today introduced a system-on-chip designed to power Windows laptops and compact desktops. RTX Spark, as the processor is called, will roll out alongside Windows upgrades that will make th

NVIDIA DSX OS Delivers Open, Modular Software for Operating AI Factories at Scale

HardwareDGX agent

NVIDIA DSX OS is an open source, modular software platform designed for operating and scaling multi-tenant AI factories. It provides foundational technologies for building and operating AI factories,

NVIDIA Factory Operations Blueprint Gives Factories a New AI Brain

HardwareDGX agent

As factories move from isolated automation to plant-wide intelligence, manufacturers need AI systems that can connect live machine signals, quality systems, work instructions and operational alerts in

Nvidia gives developers the tool to build secure, autonomous AI workers that scale

HardwareDGX agent

Not content with just providing the infrastructure for the next generation of artificial intelligence agents, Nvidia Corp. is also providing the tools for developers to build them. At Nvidia GTC Taipe

Nvidia ramps up production of Vera Rubin, the foundation of the next generation of AI factories

HardwareDGX agent

Nvidia Corp. said early Monday at the Computex conference in Taipei that it’s gearing up the production of its forthcoming Vera Rubin platform, which is set to become the foundation of a new generatio

Nvidia releases Cosmos3-Super-Image2Video . 64B parametres

HardwareDGX agent

Cosmos3-Super-Image2Video is a 64B model for temporally coherent image-to-video generation . NVIDIA's Cosmos platform is designed to accelerate Physical AI development by enabling machines to understa

Nvidia releasesCosmos3-Super-Text2Image model . 64 billion paramteres

HardwareDGX agent

Cosmos3-Super-Text2Image is a 64 billion parameter omnimodal world model capable of generating high-quality images from text inputs as part of NVIDIA's Cosmos 3 foundation model platform. The model is

NVIDIA Vera CPU Sets a New Standard for Agentic Workloads in AI Factories

HardwareDGX agent

NVIDIA Vera is a purpose-built CPU for agentic AI and reinforcement learning, delivering twice the efficiency and 50% faster performance than traditional rack-scale CPUs. The processor helps AI factor

ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs

HardwareDGX agent

arXiv:2602.07721v3 Announce Type: replace-cross Abstract: KV-cache retrieval is essential for long-context LLM inference, yet existing methods struggle with distribution drift and high latency at scal

PithTrain: A Compact and Agent-Native MoE Training System

HardwareDGX agent

arXiv:2605.31463v1 Announce Type: cross Abstract: Mixture-of-Experts (MoE) has become the dominant architecture for frontier language models. To meet this demand, production frameworks have built opti

Reducing the GPU Memory Bottleneck with Lossless Compression for ML -- Extended

HardwareDGX agent

arXiv:2605.30728v1 Announce Type: new Abstract: Machine learning (ML) training and inference often process data sets far exceeding GPU memory capacity, forcing them to rely on PCIe for on-demand tenso

SANA-Streaming: Real-time Streaming Video Editing with Hybrid Diffusion Transformer

HardwareDGX agent

arXiv:2605.30409v1 Announce Type: cross Abstract: Real-time streaming video-to-video editing (V2V) is critical for interactive applications such as live broadcasting and gaming, yet it remains a formi

Simple Token-Efficient Vision-Language Model for Case-level Pathology Synoptic Report Generation

HardwareDGX agent

arXiv:2605.30716v1 Announce Type: cross Abstract: Generating clinically useful pathology reports for pathology cases from whole-slide images (WSIs) is challenging due to gigapixel resolution, long vis

SubsurfaceGen: Procedural Generation of Field-Scale Earth Models and Seismic Data

HardwareDGX agent

arXiv:2605.30541v1 Announce Type: new Abstract: Full waveform inversion (FWI) is the gold standard for subsurface imaging, with applications from carbon sequestration to energy and mineral exploration

Taiwan’s Industry Titans Turbocharge World’s AI Infrastructure Buildout With NVIDIA

HardwareDGX agent

Taiwan is home to more than 500 NVIDIA ecosystem partners. More than 1 million NVIDIA MGX rack components for NVIDIA Vera Rubin infrastructure come together in Taiwan, from across 25 factory sites. As

the decade of agents! @theemozilla

HardwareDGX agent

the decade of agents! @theemozilla We have been working closely with @nvidia to ensure Hermes Agent works smoothly on their new @NVIDIARTXSpark superchip and integrates with the new OpenShell runtime,

This could be Windows’ M1 moment — but expect it to cost a ton

HardwareDGX agent

Nvidia's announcement that it's getting into the consumer laptop chip space with RTX Spark is huge. Apple has proved for years that Arm-based chips can perform incredibly well while also delivering gr

This pod was an incredible gift to the community: not only our first pod about @xAI, but Ethan really indulged on all our questions on how t…

HardwareDGX agent

This pod was an incredible gift to the community: not only our first pod about @xAI, but Ethan really indulged on all our questions on how to train a SOTA Videogen world model, including specific area

Today we’re announcing London as Runway’s European HQ, and doubling down on our investment in the UK AI ecosystem. In under two years, our L…

HardwareDGX agent

Today we’re announcing London as Runway’s European HQ, and doubling down on our investment in the UK AI ecosystem. In under two years, our London team has become central to our research, including fou

UniRTL: Unifying Code and Graph for Robust RTL Representation Learning

SafetyDGX agent

arXiv:2605.31040v1 Announce Type: new Abstract: Developing effective representations for register transfer level (RTL) designs is crucial for accelerating the hardware design workflow. Existing approa

We have been working closely with @nvidia to ensure Hermes Agent works smoothly on their new @NVIDIARTXSpark superchip and integrates with t…

HardwareDGX agent

We have been working closely with @nvidia to ensure Hermes Agent works smoothly on their new @NVIDIARTXSpark superchip and integrates with the new OpenShell runtime, which connects Hermes to @Microsof

We have worked with @nvidia to integrate their official Agent Skills catalog into the Hermes Skills Hub. These skills teach your agent how t…

HardwareDGX agent

We have worked with @nvidia to integrate their official Agent Skills catalog into the Hermes Skills Hub. These skills teach your agent how to use CUDA-X libraries, Omniverse and Physical AI workflows,

We 💚 open source

HardwareDGX agent

We 💚 open source So much great work lately from Nvidia, the 'King of American Open-source AI'! - Crossed 1,000 total public repositories on @huggingface (820 models, 249 datasets & 57 spaces) & almost

Welcome NVIDIA Cosmos 3: The First Open Omni-model for Physical AI Reasoning and Action

HardwareDGX agent

NVIDIA Cosmos 3 is an open-source omni-model designed for physical AI reasoning and action tasks, representing an advancement in multimodal AI systems. The model integrates multiple modalities to enab

whoah - Grace + Blackwell chips in a laptop. @Microsoft + @NVIDIA teaming up to take on 6 years of total dominance of Apple Silicon

HardwareDGX agent

Microsoft and NVIDIA are partnering to develop laptop chips based on Grace and Blackwell architectures to compete with Apple Silicon's six-year market dominance. This collaboration aims to challenge A

Windows before Jensen revolutionized the PC were dark days Now we have NX1 and all problems will be solved

HardwareDGX agent

This post from Dylan Patel discusses how PC graphics capabilities were limited before Jensen (likely referring to Jensen Huang of NVIDIA) introduced revolutionary GPU technology, and suggests that the

Wirescreen analysis of 3,800 Chinese military procurement records finds 500+ instances since 2019 where the PLA sought Nvidia chips, including the A100 and A800 (New York Times)

HardwareDGX agent

New York Times: Wirescreen analysis of 3,800 Chinese military procurement records finds 500+ instances since 2019 where the PLA sought Nvidia chips, including the A100 and A800 — An analysis of six ye

31 May 2026

A look at AMD CEO Lisa Su's and Nvidia CEO Jensen Huang's contrasting China playbooks, with Su keeping a lower profile; China accounts for ~20% of AMD's revenue (Reuters)

HardwareDGX agent

Reuters: A look at AMD CEO Lisa Su's and Nvidia CEO Jensen Huang's contrasting China playbooks, with Su keeping a lower profile; China accounts for ~20% of AMD's revenue — When AMD CEO Lisa Su arrived

is the word for this “rug pull”?

HardwareDGX agent

is the word for this “rug pull”? 🚨 SPACEX MAY BE THE BIGGEST INSIDER CASHOUT IN MARKET HISTORY. SpaceX is expected to IPO at a valuation of up to $2 TRILLION. That would instantly make it larger than

Sources: Microsoft and Nvidia will unveil the first Windows PCs powered by Nvidia SoCs, including devices from Surface and Dell, at Computex and Build 2026 (Ina Fried/Axios)

HardwareDGX agent

Ina Fried / Axios: Sources: Microsoft and Nvidia will unveil the first Windows PCs powered by Nvidia SoCs, including devices from Surface and Dell, at Computex and Build 2026 — The company best known

These are some of my LLM assisted contributions from the past month. Nothing amazing, but I'm slowly getting better at it. Atm, using Qwen3.…

Local AiDGX agent

These are some of my LLM assisted contributions from the past month. Nothing amazing, but I'm slowly getting better at it. Atm, using Qwen3.6 27B exclusively. For hardware - switching between M2 Ultra

卧槽!你随便扔一首 YouTube 歌,它就能直接拆成 6 条独立音轨——人声、鼓、贝斯、吉他、钢琴、其他……全给你扒出来! 这工具叫 StemDeck,GitHub 开源项目,本地跑全程不上传、不注册、不花钱!它基于 Demucs 模型,拆完后给你一个接近 DAW 的界面: 静…

HardwareDGX agent

卧槽!你随便扔一首 YouTube 歌,它就能直接拆成 6 条独立音轨——人声、鼓、贝斯、吉他、钢琴、其他……全给你扒出来! 这工具叫 StemDeck,GitHub 开源项目,本地跑全程不上传、不注册、不花钱!它基于 Demucs 模型,拆完后给你一个接近 DAW 的界面: 静音、独奏、拉推子、缩波形、设循环、单轨下载、混音导出……想怎么玩就怎么玩。硬核亮点: 本地全速运行:自动识别 GPU,A

30 May 2026

A profile of OpenAI President Greg Brockman, who is overseeing product in his new role and has become an important ambassador for AI to the Trump administration (Wall Street Journal)

HardwareDGX agent

Wall Street Journal: A profile of OpenAI President Greg Brockman, who is overseeing product in his new role and has become an important ambassador for AI to the Trump administration — After years in t

As robotaxi companies attempt to scale in the US, they face increasing scrutiny and mounting criticism from drivers, law enforcement, and local governments (Sean McLain/Wall Street Journal)

HardwareDGX agent

Sean McLain / Wall Street Journal: As robotaxi companies attempt to scale in the US, they face increasing scrutiny and mounting criticism from drivers, law enforcement, and local governments — As auto

We took the Hot Wings Challenge to NVIDIA GTC 🌶️ @realDanFu (VP of Kernels) and @sarung (VP of Customer Success) answered some questions ar…

HardwareDGX agent

We took the Hot Wings Challenge to NVIDIA GTC 🌶️ @realDanFu (VP of Kernels) and @sarung (VP of Customer Success) answered some questions around AI, one spicy wing at a time. Some people sweat. Some pe

When you go into something with apprehension, you're going to end up with repulsion

HardwareDGX agent

This post likely discusses how approaching a situation with fear or negative expectations can create a self-fulfilling prophecy, resulting in aversion or disgust toward that outcome. Dylan Patel appea

29 May 2026

AI Dark Output: The Visible Cost of Invisible Output

HardwareDGX agent

Why AI's increasing output is going to be one of the hardest economic measurement problems in history. AI 'Dark Output' could end up being the majority of economic activity, but a challenge to measure

AI Dark Output: The Visible Cost of Invisible Output Why AI's increasing output is going to be one of the hardest economic measurement probl…

HardwareDGX agent

AI Dark Output: The Visible Cost of Invisible Output Why AI's increasing output is going to be one of the hardest economic measurement problems in history. AI 'Dark Output' could end up being the majo

b9403

Local AiDGX agent

B9403 is an intermediate build release of llama.cpp, an open-source project enabling LLM inference with minimal setup and state-of-the-art performance on a wide range of hardware locally and in the cl

BadBlocks: Low-Cost and Stealthy Backdoor Attacks Tailored for Text-to-Image Diffusion Models

HardwareDGX agent

arXiv:2508.03221v5 Announce Type: replace-cross Abstract: Despite the remarkable progress of diffusion models in image generation, recent studies reveal their vulnerability to backdoor attacks via cov

CA-AC-MPC: CUDA-Accelerated Actor-Critic Model Predictive Control

HardwareDGX agent

arXiv:2605.29155v1 Announce Type: cross Abstract: In the literature, actor-critic model predictive control (AC-MPC) integrates MPC with reinforcement learning to enable high-performance control of com

Comprehensive observability for Amazon SageMaker AI LLM inference: From GPU utilization to LLM quality

HardwareDGX agent

This post demonstrates a comprehensive observability solution using Amazon Managed Grafana dashboards that provides a holistic view of both quality and quantity for LLMs served on Amazon SageMaker AI

DELOS: Detecting Shallow Transits in Kepler Photometry Using a Contrastive-Learning Framework

HardwareDGX agent

arXiv:2605.29428v1 Announce Type: cross Abstract: We present DEtection in phase-folded Light curves with cOntrastive Scoring (DELOS), a contrastive-learning-based framework designed to search for shal

DFlash: Block Diffusion for Flash Speculative Decoding

HardwareDGX agent

arXiv:2602.06036v2 Announce Type: replace Abstract: Autoregressive large language models (LLMs) deliver strong performance but require inherently sequential decoding, leading to high inference latency

EarlyTom: Early Token Compression Completes Fast Video Understanding

HardwareDGX agent

arXiv:2605.30010v1 Announce Type: new Abstract: Video large language models (Video-LLMs) have demonstrated strong capabilities in video understanding tasks. However, their practical deployment is stil

Elon Musk: “I don't think most people understand just how quickly machine intelligence is advancing. It's much faster than almost anyone rea…

HardwareDGX agent

Elon Musk: “I don't think most people understand just how quickly machine intelligence is advancing. It's much faster than almost anyone realizes, even within Silicon Valley and certainly outside Sili

ESAM++: Efficient Online 3D Perception on the Edge

HardwareDGX agent

arXiv:2605.29505v1 Announce Type: new Abstract: Online 3D scene perception in real time is essential for robotics, AR/VR, and autonomous systems, particularly in edge computing scenarios where computa

Hot take on what comes next, after the sudden decline of tokenmaxxing: - OpenAI will struggle - with the decline of tokenmaxxing Anthropic w…

HardwareDGX agent

Hot take on what comes next, after the sudden decline of tokenmaxxing: - OpenAI will struggle - with the decline of tokenmaxxing Anthropic will struggle (aside from this quarter) to make a profit - Go

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