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  • All entries127,612
  • Agents10,692
  • Applications7,180
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  • Concepts7
  • Hardware2,792
  • Industry6,822
  • Local Ai7,047
  • Model Releases36,870
  • Research29,819
  • Safety19,752
  • Syntheses31
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Search: “hardware”

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7,094 results
4 Sept 2026

Mesh-Native Physics-Informed Graph Surrogates for TCAD-in-the-Loop Design Space Exploration

HardwareDGX agent

arXiv:2609.02988v1 Announce Type: new Abstract: High-fidelity TCAD simulation of drift-diffusion transport remains the workhorse of emerging FinFET device design, but it is computationally expensive,

Nvidia bags Hugging Face, AI models play leapfrog and CrowdStrike doubles down on AI

HardwareDGX agent

Perhaps it’s no surprise that Nvidia ended up embracing open artificial intelligence model archive Hugging Face this week following more than a week of rumors. Even at almost 13 billion, it may end up

Nvidia becomes a leading global strategic tech backer, with the value of its equity investments up 10x in the past year to $99B, as it bolsters the AI sector (Kai Nicol-Schwarz/CNBC)

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DGX agent

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DGX agent

Kai Nicol-Schwarz / CNBC: Nvidia becomes a leading global strategic tech backer, with the value of its equity investments up 10x in the past year to $99B, as it bolsters the AI sector — Nvidia has bec

Nvidia’s Hugging Face deal is a bet on open models — and proof it’s no longer just a chip company

HardwareDGX agent

As Nvidia Corp. announced this morning that it has agreed to acquire Hugging Face Inc. for $12.93 billion — one of the largest acquisitions in the company’s history — Chief Executive Jensen Huang prom

Para-Pipe: Exploiting Hierarchical Operator Parallelism of ML Computational Graphs on SoCs

HardwareDGX agent

arXiv:2609.04168v1 Announce Type: cross Abstract: As edge-based deep learning applications become more complex, optimizing performance on heterogeneous System-on-Chips (SoCs) presents unique challenge

Q&A with Jensen Huang and Clément Delangue on the Nvidia-Hugging Face deal, scaling open-source models, the rumored $1B talent retention plan, and more (CNBC)

HardwareDGX agent

CNBC: Q&A with Jensen Huang and Clément Delangue on the Nvidia-Hugging Face deal, scaling open-source models, the rumored $1B talent retention plan, and more — Following is the unofficial transcript o

QLAUN: A Research-Oriented, Robust, Agile, Modular, and Affordable Torque-Controlled Quadruped Robot

HardwareDGX agent

arXiv:2609.03623v1 Announce Type: new Abstract: QLAUN Bot (Quad-Legged Adaptive Unmanned Navigator Robot) is a torque-controlled quadruped robot that is research-oriented, cost-effective, and aimed at

RobustSeiz: An Open-Source Framework for Benchmarking the Robustness of EEG Seizure Detection Models

HardwareDGX agent

arXiv:2609.04007v1 Announce Type: new Abstract: Despite strong performance on held-out electroencephalography (EEG) data, seizure detectors may fail under real-world acquisition variability, artifacts

Scal3R: Learning Efficient Multi-Relative Pose Query for Scalable Online 3D Reconstruction

HardwareDGX agent

arXiv:2609.04201v1 Announce Type: new Abstract: Online 3D reconstruction models perform poorly on long videos. This happens because regressing poses relative to a fixed first-frame anchor forces extra

Sionna RT: Technical Report

HardwareDGX agent

arXiv:2504.21719v3 Announce Type: replace-cross Abstract: Sionna is an open-source, GPU-accelerated library that, as of version 0.14, incorporates a ray tracer, Sionna RT, for simulating radio wave pr

Solving the Needle-in-a-Haystack Problem in Mammography Vision-Language Model with Differentiable Subset Sampling

HardwareDGX agent

arXiv:2609.03085v1 Announce Type: new Abstract: There is growing interest in adopting CLIP-style vision--language model (VLM) pretraining for mammography. However, models that directly employ the stan

Sources: London-based AI infrastructure startup Nscale is in talks to raise as much as 3.5B in financing, including 2B from Nvidia, ahead of a planned IPO (Bloomberg)

HardwareDGX agent

Bloomberg: Sources: London-based AI infrastructure startup Nscale is in talks to raise as much as 3.5B in financing, including 2B from Nvidia, ahead of a planned IPO — Nscale, a cloud computing firm f

3 Sept 2026

A Computational Comparison of Fourier Spectral Differentiation and Spatial Automatic Differentiation in Periodic Physics-Informed Neural Networks

HardwareDGX agent

arXiv:2609.02110v1 Announce Type: new Abstract: Physics-informed neural networks (PINNs) commonly evaluate the spatial derivatives appearing in partial differential equation residuals using automatic

BREAKING: It’s been revealed NVIDIA's $12,930,300,000.00 acquisition of Hugging Face contains an easter egg. The first 6 numbers of the acqu…

HardwareDGX agent

BREAKING: It’s been revealed NVIDIA's $12,930,300,000.00 acquisition of Hugging Face contains an easter egg. The first 6 numbers of the acquisition price represent the decimal conversion of Unicode ch

Congrats Clem, Thom, Julien, Lysandre, and the entire Hugging Face team. Proud of all of you! The impact of HF in the AI ecosystem has been …

HardwareDGX agent

Congrats Clem, Thom, Julien, Lysandre, and the entire Hugging Face team. Proud of all of you! The impact of HF in the AI ecosystem has been massive, and I'm so so excited to see them scale that impact

Equinix, whose stock is up 33% YTD, pushing its market cap to $100B, inks a deal with Nvidia to let customers run their AI models on the Together AI platform (CNBC)

HardwareDGX agent

CNBC: Equinix, whose stock is up 33% YTD, pushing its market cap to $100B, inks a deal with Nvidia to let customers run their AI models on the Together AI platform — Long before the era of the hypersc

FlashKAN: B-Spline KANs via Truncated Power Form

HardwareDGX agent

arXiv:2609.01956v1 Announce Type: new Abstract: Kolmogorov-Arnold Networks (KANs) place learnable B-spline activations on network edges rather than fixed activations on nodes. The standard Cox-de Boor

FORGE: Forward-Only Test-Time Adaptation for Integer-Only Vision Models on Microcontrollers

HardwareDGX agent

arXiv:2609.01683v1 Announce Type: new Abstract: Vision models deployed on microcontrollers (MCUs) are quantized to integer-only arithmetic and run in inference-only runtimes that do not carry the mach

From Multi-Fisheye Sensing to Panoramic Perception: A Parallax-Aware Onboard Platform for Ultra-Low-Altitude UAVs

HardwareDGX agent

arXiv:2609.02319v1 Announce Type: new Abstract: Ultra-low-altitude unmanned aerial vehicles (UAVs) require surround vision near buildings, vegetation, and other obstacles. We present a parallax-aware

Google named a Leader in 2026 Gartner® Magic Quadrant™ for Strategic Cloud Platform Services

Model ReleasesDGX agent

For the ninth consecutive year, Gartner® has named Google a Leader in the Gartner Magic Quadrant™ for Strategic Cloud Platform Services, positioned furthest for Completeness of Vision. We believe this

How to Carry User Identity Across Federated Kubernetes and AI Platforms

HardwareDGX agent

A centralized identity gateway pattern decouples session ownership from request enforcement across federated Kubernetes clusters, letting regional gateways validate user identities via a shared Redis‑

JUST IN: NVIDIA's $12,930,300,000 acquisition of Hugging Face contains an easter egg. The number 129,303 is the decimal conversion of Unicod…

HardwareDGX agent

On September 3, 2026 NVIDIA announced a $12.93‑billion acquisition of Hugging Face. The purchase price contains an easter egg: the digits 129,303 are the decimal representation of Unicode code point U

'ModelScope' Is a Hugging Face Alternative now that Nvidias deal is a Go

HardwareDGX agent

I liked the Nvidia that focused on just GPUs for gaming, not on the Nvidia of today which seem want power consolidation. Modelscope is another platform for those that simply want to know an alternativ

MultiGraspNet: A Multitask 3D Vision Model for Multi-gripper Robotic Grasping

HardwareDGX agent

arXiv:2602.06504v2 Announce Type: replace-cross Abstract: Vision-based models for robotic grasping automate critical, repetitive, and draining industrial tasks. Existing approaches are typically limit

‘NBA 2K27’ With NVIDIA DLSS 5 Leads 28 New Games Coming to GeForce NOW

HardwareDGX agent

September is here with 28 more games streaming on GeForce NOW this month, led by a slam dunk: NBA 2K27 with the NVIDIA DLSS 5 3D-Guided Neural Rendering feature. Through NVIDIA’s close collaboration w

Nvidia confirms $12.9B acquisition of AI hosting platform Hugging Face

HardwareDGX agent

Nvidia Corp. today confirmed that it has agreed to buy Hugging Face Inc. for just over 12.93 billion. CNBC reported that the acquisition talks began a few weeks ago. Rumors that a deal was in the work

Nvidia is buying Hugging Face for almost $13 billion

HardwareDGX agent

Nvidia has agreed to buy Hugging Face for $12.93 billion, bringing one of the most popular hosting platforms for open-source AI models, datasets, and tools under the ownership of the world's biggest A

NVIDIA to Acquire Hugging Face

HardwareDGX agent

I’m excited to announce that NVIDIA has agreed to acquire Hugging Face for $12,930,300,000. Together, we will scale Hugging Face’s platform, strengthen its infrastructure and expand access to AI for d

Omg what! The Hugging Face deal price was the code for the hugging 🤗 emoji. Did someone leave money on the table to make $12.9303 happen?? …

HardwareDGX agent

Omg what! The Hugging Face deal price was the code for the hugging 🤗 emoji. Did someone leave money on the table to make $12.9303 happen?? https://www.businessinsider.com/nvidia-hugging-face-deal-pric

Open-sourced an experimental standalone DLSS 5 video player for neural rendering

HardwareDGX agent

I’ve been experimenting with neural rendering outside a game engine and built a native Windows video player around it. It prepares a neural-rendered version of a video, caches it, and lets you switch

PitchBook: 95+ investors put money into both Anthropic and OpenAI amid shifting norms; sources: Menlo, Lightspeed, and Iconiq each hold 1%-2% Anthropic stakes (Erin Griffith/New York Times)

HardwareDGX agent

Erin Griffith / New York Times: PitchBook: 95+ investors put money into both Anthropic and OpenAI amid shifting norms; sources: Menlo, Lightspeed, and Iconiq each hold 1%-2% Anthropic stakes — As the

Super happy to officially announce that we are a̶c̶q̶u̶i̶r̶i̶n̶g̶ joining forces with @nvidia 🔥 Here is a more personal take: AI is at an i…

HardwareDGX agent

Super happy to officially announce that we are a̶c̶q̶u̶i̶r̶i̶n̶g̶ joining forces with @nvidia 🔥 Here is a more personal take: AI is at an inflection point. Open source AI can become less relevant in t

Super happy to share our intention to join forces with NVIDIA in a $12,930,300,000 acquisition 💛💚 10 years after starting Hugging Face, op…

HardwareDGX agent

Super happy to share our intention to join forces with NVIDIA in a $12,930,300,000 acquisition 💛💚 10 years after starting Hugging Face, open-source AI is at an inflection point. Thanks to the communit

This is very true, and something we still try to do for all products (and even features) we launch. Find a small group of customers who we t…

HardwareDGX agent

This is very true, and something we still try to do for all products (and even features) we launch. Find a small group of customers who we think will push us the most on product and then build for the

Without Hugging Face the launch and scaling of stable diffusion & the models that followed would only have been a fraction of what they were…

HardwareDGX agent

Without Hugging Face the launch and scaling of stable diffusion & the models that followed would only have been a fraction of what they were. Great and super engaged team who have constantly flown the

2 Sept 2026

A Composable Evaluation System for Reproducible Omni-Modal Foundation Model Evaluation

HardwareDGX agent

arXiv:2609.01315v1 Announce Type: new Abstract: Building an omni-modal foundation model means evaluating it across text, image, video, and audio. Excellent evaluation toolkits exist for each modality,

A look at South Korea's sovereign AI efforts, including its planned $919B AI infrastructure investment and Nvidia's expanded ties with Samsung and SK Hynix (SemiAnalysis)

HardwareDGX agent

SemiAnalysis: A look at South Korea's sovereign AI efforts, including its planned $919B AI infrastructure investment and Nvidia's expanded ties with Samsung and SK Hynix — Korea hosts a Squid Games, N

CacheBridge: Efficient Cross-Model KV Cache Transfer

HardwareDGX agent

arXiv:2609.00891v1 Announce Type: new Abstract: Sharing context between LLMs in a multi-model system requires the receiving model to prefill the shared prefix because KV caches are model-specific. Rec

Closing Cost-Quality Gap in Document VLMs: Difficulty-Aware Data Curation and Quality-Adjusted Deployment Economics

HardwareDGX agent

arXiv:2609.01575v1 Announce Type: new Abstract: Extracting structured fields from hundreds of millions of documents annually remains costly in regulated industries: bespoke OCR cascades cover only a f

Co-Designing AI Models Using Speculative Decoding for Faster LLM Inference

HardwareDGX agent

Speculative decoding speeds LLM inference by letting a lightweight draft model propose multiple tokens that the larger target model verifies in parallel, reducing decoding iterations while preserving

Deterministic LLM Inference Across GPU Kernels: Power-of-Two INT8 Quantization Scales and the Limits of Tolerance-Based Conformance

HardwareDGX agent

arXiv:2609.00363v1 Announce Type: new Abstract: Conformance suites for quantized GEMM kernels ask whether two implementations agree within a tolerance. We measure what such a suite can detect. Injecti

Direct Optimization of a 3D Finite-Source Reflector via Neural-Network Parameterization

HardwareDGX agent

arXiv:2609.00899v1 Announce Type: cross Abstract: We present a direct optimization method for three-dimensional freeform reflectors that transform the light of a finite-etendue source into a prescribe

From Production Traffic to Post-Training: Building a Self-Hosted LLM That Covers the Corporate Request Mix

HardwareDGX agent

arXiv:2609.01572v1 Announce Type: new Abstract: Data-residency constraints force enterprises to self-host LLMs, but continuous adoption of newer models without decommissioning their predecessors expan

I built a standalone DLSS 5 Neural Rendering video tool, no ReShade

HardwareDGX agent

It supports images and full videos, native resolution NR or DLSS Super Resolution upscaling by scale factor / target resolution, GPU optical-flow motion vectors, scene cut handling, and all DLSS 5 NR

Lyte raises 165M at 1.6B valuation to bring accurate perception to robots

HardwareDGX agent

Robotics perception startup Lyte AI Inc. today announced it has raised 165 million in a Series C round led by Maverick Silicon, bringing the company’s post-money valuation to 1.6 billion. Since its st

Open source is becoming the default way enterprises build with AI. Not just which model runs, but where it runs. Today we're partnering with…

HardwareDGX agent

Open source is becoming the default way enterprises build with AI. Not just which model runs, but where it runs. Today we're partnering with @Equinix and @nvidia on Equinix Inference Exchange: our ope

PyDoseRT Proton: A GPU Pencil-Beam Engine with a Convolutional Residual-Correction Network for Fast Proton Dose Calculation

HardwareDGX agent

arXiv:2609.01018v1 Announce Type: cross Abstract: Architecture category. Hybrid method: a physics-based analytical pencil-beam (PB) dose engine followed by a 3-D convolutional residual-correction netw

Reconstruct! Don't Encode: Self-Supervised Representation Reconstruction Loss for High-Intelligibility and Low-Latency Streaming Neural Audio Codec

HardwareDGX agent

arXiv:2603.05887v2 Announce Type: replace-cross Abstract: Neural audio codecs optimized for mel-spectrogram reconstruction often fail to preserve intelligibility. While semantic encoder distillation i

Robotics and AI startup Lyte, founded by ex-Face ID engineers, raised 165M led by Maverick Silicon at a 1.6B valuation, taking its total funding to $272M (Samantha Kelly/Bloomberg)

HardwareDGX agent

Samantha Kelly / Bloomberg: Robotics and AI startup Lyte, founded by ex-Face ID engineers, raised 165M led by Maverick Silicon at a 1.6B valuation, taking its total funding to $272M — Lyte, a fast-gro

Text Capability Loss in Vision-Language Adaptation: An Attention-Sink Diagnosis

HardwareDGX agent

arXiv:2609.00746v1 Announce Type: new Abstract: Fine-tuning a pretrained LLM into a vision-language model (VLM) can erode the backbone's text capability, with the damage concentrated on tasks that req

The Modern CUDA Toolbox in Practice: A Step-by-Step Optimization Walkthrough

HardwareDGX agent

NVIDIA’s modern CUDA Toolkit (via CCCL launch API and indexing model) eliminates out‑of‑bounds shared‑memory errors and replaces hand‑written kernels with CUB block‑level primitives, reducing per‐imag

ZimaBlue: Evolving Generalizable World Action Models through Scalable Video Pre-training

HardwareDGX agent

arXiv:2609.00188v1 Announce Type: new Abstract: Robotic manipulation faces a fundamental scaling challenge: robust generalization demands broad physical experience, yet action-labeled robot trajectori

1 Sept 2026

A-MADiff: Attention-Guided Multi-Agent DRL with Diffusion Policies for Memory-Aware Task Orchestration in Mobile AIGC Networks

HardwareDGX agent

arXiv:2608.29255v1 Announce Type: cross Abstract: Artificial Intelligence-Generated Content (AIGC) services employ Generative AI (GenAI) models to automatically generate diverse content. Mobile AIGC n

CrowdStrike builds security frontier models with Nvidia and opens an AI lab

HardwareDGX agent

CrowdStrike Holdings Inc. today launched SafeMind, a family of artificial intelligence models and agent harnesses created with Nvidia Corp. and built for security work rather than general use. A resea

D4orm: Multi-Robot Trajectories with Dynamics-aware Diffusion Denoised Deformations

HardwareDGX agent

arXiv:2503.12204v3 Announce Type: replace Abstract: This work presents an optimization method for generating kinodynamically feasible and collision-free multi-robot trajectories that exploits an incre

Dancing Stick Figures: An Introductory Dataset for Training Video Generation Models

HardwareDGX agent

arXiv:2608.29123v1 Announce Type: new Abstract: Training a video-generation model from scratch is hard for reasons that precede model design. The feedback loop is long: a failure that appears only aft

Diffusion-Based Refinement for Kilometer-Scale Probabilistic Precipitation Nowcasting

HardwareDGX agent

arXiv:2608.30205v1 Announce Type: new Abstract: Localized extreme precipitation is a major trigger of urban flash floods and landslides, yet producing nowcasts that combine fine spatial detail with pr

Given how common RTX 3090 use is for LLMs, why don't we see more INT8 W8A8 models ?

HardwareDGX agent

Based on https://huggingface.co/hardware, the RTX 3090 is the second most used GPU by LLM enthusiasts. Because RTX 3090 has native INT8 tensors cores, it can provide better performance with INT8 W8A8.

How to Size GPUs for AI Inference and TCO Without Overspending

HardwareDGX agent

Inference workloads fall into four use‑case buckets (Chatbots/Copilots, Agents, Content Generation, Translation), each with distinct token patterns that dictate the required GPU memory and compute. Si

Kascade: A Practical Sparse Attention Method for Long-Context LLM Inference

HardwareDGX agent

arXiv:2512.16391v2 Announce Type: replace-cross Abstract: Attention is the dominant source of latency during long-context LLM inference, an increasingly popular workload with reasoning models and RAG.

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