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  • All entries127,612
  • Agents10,692
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,792
  • Industry6,822
  • Local Ai7,047
  • Model Releases36,870
  • Research29,819
  • Safety19,752
  • Syntheses31
  • Tools1,780
  • Tutorials4,817

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Search: “hardware”

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7,091 results
Hardware

Hugging Face CEO Clément Delague says “AI is actually an opportunity to fix a lot of the cybersecurity problems” because his company used Nv…

DGX agent

Hugging Face CEO Clément Delague says “AI is actually an opportunity to fix a lot of the cybersecurity problems” because his company used Nvidia’s version of a Chinese open model to defend itself agai

hardwareclem-delangue--x
2 Aug 2026
Human
DGX agent

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Hardware

I pushed Kimi K3 onto one CPU with 8 GB of RAM

DGX agent

I deployed K3 on 32 H100s at work a couple of weeks ago and then got annoyed that there was no way to poke at it on my own machine. So I wrote an inference engine for it in C99. Nothing clever going o

hardwarer-localllama
2 Aug 2026
Hardware

The funny thing about Anthropic and OpenAI people saying they want to slow down AI progress is that this is what Anti Trust mechanisms were …

DGX agent

The funny thing about Anthropic and OpenAI people saying they want to slow down AI progress is that this is what Anti Trust mechanisms were built for. It's illegal to collude and slow down AI progress

hardwaredylan-patel--x
2 Aug 2026
Hardware

Watching @ClementDelangue on @FaceTheNation discussing agentic hacking. “Preventing releases does not work; concentrating behind closed door…

DGX agent

Watching @ClementDelangue on @FaceTheNation discussing agentic hacking. “Preventing releases does not work; concentrating behind closed doors in just a few organizations doesnt work. What worked in th

hardwareclem-delangue--x
2 Aug 2026
Hardware

Banning open source model, will 'remove capabilities for the defenders' When OpenAI's models breached Huggingface, a Chinese open model is w…

DGX agent

Banning open source model, will 'remove capabilities for the defenders' When OpenAI's models breached Huggingface, a Chinese open model is what cleaned up the mess. Anthropic's Fable 5 refused, so Hug

hardwareclem-delangue--x
1 Aug 2026
Hardware

A Query-Efficient Stochastic Volume Rendering Framework for Time-Varying Implicit Neural Volumes

DGX agent

arXiv:2607.28047v1 Announce Type: cross Abstract: Time-varying implicit neural representations (INRs) provide a compact representation of scientific volumes and, for modalities such as dynamic X-ray c

hardwarearxiv-cs-lg
31 Jul 2026
Hardware

Autoscaling endpoints for LLM inference

DGX agent

GPU utilization can read healthy while your queue backs up, and a new replica takes minutes to warm. Here's how to pick autoscaling metrics, tune scale-up/down windows, and budget for cold starts on d

hardwaretogether-ai-blog
31 Jul 2026
Hardware

Complementary Matrix-Gated QKAN Fast-Weight Programmers for Quantum Dynamics Forecasting

DGX agent

arXiv:2607.27945v1 Announce Type: cross Abstract: Sequence models must decide what to write into memory and what to retain. In quantum and quantum-inspired sequence learning, nonlinear recurrent updat

hardwarearxiv-cs-lg
31 Jul 2026
Hardware

FARI: Robust One-Step Inversion for Watermarking in Diffusion Models

DGX agent

arXiv:2607.26723v1 Announce Type: cross Abstract: Inversion-based watermarking is a promising approach to authenticate diffusion-generated images, yet practical use is bottlenecked by inversion that i

hardwarearxiv-cs-ai
31 Jul 2026
Applications

Filling the Pareto-Optimal Front for Affordance Segmentation on Embedded Devices Using RGB-D Cameras

DGX agent

arXiv:2607.28293v1 Announce Type: new Abstract: While depth sensors have the potential to complement RGB data for affordance segmentation in wearable robots, their usage seems to remain underexplored.

applicationsarxiv-cs-cv
31 Jul 2026
Hardware

FinCacheServe: Dependency-Consistent Answer Reuse for Cost-Efficient RAG Serving over Mutable Enterprise Documents

DGX agent

arXiv:2607.26076v1 Announce Type: cross Abstract: Retrieval-augmented generation services over mutable enterprise documents repeatedly execute semantically equivalent analysis requests. Answer reuse c

hardwarearxiv-cs-ai
31 Jul 2026
Model Releases

GyRot: Leveraging Hidden Synergy between Rotation and Fine-grained Group Quantization for Low-bit LLM Inference

DGX agent

arXiv:2607.27694v1 Announce Type: cross Abstract: Low-bit quantization is essential for efficient LLM inference, and both rotation and fine-grained group quantization have shown individual promise. Ho

model-releasesarxiv-cs-lg
31 Jul 2026
Hardware

May have found the highest and best use case of Flux 3 - generating GPU ASMR ✨ For everyone who has been asking for access, it’s available N…

DGX agent

Justine Moore announced on July 31, 2026 that Flux 3’s latest iteration excels at generating GPU‑based ASMR content. She confirmed that this capability is now available in an early preview on the Nous

hardwarenous-research--x
31 Jul 2026
Hardware

Nscale buys AI infrastructure optimization startup Anyscale for reported $1.65B

DGX agent

Data center builder Nscale Global Holdings Ltd. today announced plans to acquire Anyscale Inc., a venture-backed provider of artificial intelligence software. The terms of the deal were not disclosed.

hardwaresiliconangle
31 Jul 2026
Hardware

NVIDIA Video Codec SDK 13.1: Zero-Copy Transcode, AV1 B-Frames, and Frame-Accurate Seek

DGX agent

NVIDIA Video Codec SDK 13.1 adds AV1 hierarchical reference mode supporting up to 31 B‑frames and efficient iterative tuning that delivers significant bitrate savings in CQ and VBR modes. It enhances

hardwarenvidia-developer
31 Jul 2026
Hardware

ObjectStream: Latent Objects as Memory Anchors for Streaming Video Understanding

DGX agent

arXiv:2607.28312v1 Announce Type: new Abstract: Streaming video understanding requires models to continuously retain useful visual evidence before future questions are known. Existing approaches prima

hardwarearxiv-cs-cv
31 Jul 2026
Model Releases

Open Source Ternary LLM Engine in Rust/CUDA for Quantization, Serving, and Training of models on consumer GPUs, called Tritium (Apache 2.0)

DGX agent

This post was not written by a clanker. Hey guys, I'm a comp sci major who wanted to introduce a cool project I built for quantizing models to ternary (1.58 bit) with as minimal of loss as possible, a

model-releasesr-localllama
31 Jul 2026
Hardware

OPENAI IS GOING TO TAKE THIS ENTIRE MARKET DOWN WITH IT And you don't have to own a single share to get hurt. What I'm about to explain shou…

DGX agent

OPENAI IS GOING TO TAKE THIS ENTIRE MARKET DOWN WITH IT And you don't have to own a single share to get hurt. What I'm about to explain should worry anybody who thinks they're diversified: OpenAI is a

hardwareyann-lecun--x
31 Jul 2026
Hardware

ReGenVC: End-to-End Real-Time Generative Video Coding at Ultra-Low Bitrate

DGX agent

arXiv:2607.28144v1 Announce Type: cross Abstract: We present ReGenVC, an end-to-end generative video codec that compresses talking-head video to an ultra-low bitrate and decodes it in real time. The e

hardwarearxiv-cs-cv
31 Jul 2026
Hardware

ReToken: One Token to Improve Vision-Language Models for Visual Retrieval

DGX agent

arXiv:2607.28627v1 Announce Type: new Abstract: Long visual context poses a challenge for vision-language models: performance degrades as the number of distractors grows, and processing all tokens at

hardwarearxiv-cs-cv
31 Jul 2026
Hardware

ROCS: Request-Oriented Compute Sharing for Efficient Large-Scale Recommendation

DGX agent

arXiv:2607.27744v1 Announce Type: new Abstract: Modern recommendation models gain prediction quality by scaling feature-interaction and sequence modules, but production cost constraints cap how far sy

hardwarearxiv-cs-lg
31 Jul 2026
Hardware

Security at the foundation requires openness at the foundation. As open-weight models become critical infrastructure for the next generation…

DGX agent

Security at the foundation requires openness at the foundation. As open-weight models become critical infrastructure for the next generation of software, the systems around them must be transparent, i

hardwarefireworks-ai--x
31 Jul 2026
Hardware

Simulation of Surgical Suturing Using Position-Based Dynamics and the Material Point Method for Robot Reinforcement Learning

DGX agent

arXiv:2607.27494v1 Announce Type: new Abstract: Recent advances in robotics research have created a strong demand for high-performance simulators. Surgical robotics simulation faces unique challenges

hardwarearxiv-cs-ro
31 Jul 2026
Hardware

Sources: Moonshot has a computing power agreement with Alibaba for the use of ~20K Nvidia chips; some say the deal is for H200 chips, which Alibaba denies (Mackenzie Hawkins/Bloomberg)

DGX agent

Mackenzie Hawkins / Bloomberg: Sources: Moonshot has a computing power agreement with Alibaba for the use of ~20K Nvidia chips; some say the deal is for H200 chips, which Alibaba denies — Chinese AI c

hardwaretechmeme
31 Jul 2026
Hardware

Split and Drive: Dual-Axis Disentanglement for Real-Time Gaussian Head Avatars

DGX agent

arXiv:2607.28032v1 Announce Type: new Abstract: Creating photorealistic animatable head avatars from a single image remains a fundamental challenge in digital human synthesis. While recent 3D Gaussian

hardwarearxiv-cs-cv
31 Jul 2026
Hardware

The first thing we learned building autoscaling for dedicated inference is that CPU-style metrics don't tell the whole picture. A GPU can re…

DGX agent

The first thing we learned building autoscaling for dedicated inference is that CPU-style metrics don't tell the whole picture. A GPU can read 60% busy while the engine's queue is already backing up,

hardwaretogether-ai--x
31 Jul 2026
Hardware

Together AI gives developers a high-throughput production path for running Inkling-Small on NVIDIA Accelerated Infrastructure across multimo…

DGX agent

Together AI gives developers a high-throughput production path for running Inkling-Small on NVIDIA Accelerated Infrastructure across multimodal, coding, and agentic workloads. Start building: https://

hardwaretogether-ai--x
31 Jul 2026
Hardware

Understanding Is Done Early: A Depth Division of Labor in Large Language Models and Its Use for Unbounded-Context Memory

DGX agent

arXiv:2607.28263v1 Announce Type: new Abstract: Transformer depth is not used uniformly: lower and middle layers build semantic representations, while upper layers increasingly specialize them for pre

hardwarearxiv-cs-cl
31 Jul 2026
Model Releases

What’s new in AI infrastructure and orchestration this month

DGX agent

At Google, AI is a soup-to-nuts endeavor. Obviously, we make leading AI models like Gemini and Nano Banana. We incorporate AI into the tools you use every day (think Gmail, BigQuery, AlloyDB, Google C

model-releasesgoogle-cloud-ai
31 Jul 2026
Hardware

BATS: Resource-Efficient Volumetric Segmentation with Boundary-Aware Mixed-Resolution Tokens

DGX agent

arXiv:2607.26829v1 Announce Type: new Abstract: Many high-performing volumetric segmentation models maintain dense multi-scale feature maps, leading to high activation memory and inference cost. We pr

hardwarearxiv-cs-cv
30 Jul 2026
Hardware

Best in Class: Stream PC Games and Study on the Same Laptop With GeForce NOW

DGX agent

Back to school means balancing assignments, deadlines and downtime. GeForce NOW makes it easy to have it all. With cloud gaming, everyday laptops used for class can also become GeForce RTX-powered gam

hardwarenvidia-blog
30 Jul 2026
Hardware

Can AI agents conduct open-ended AI research? Most evaluations of agents conducting AI research focus on narrow, verifiable tasks. But AI re…

DGX agent

Can AI agents conduct open-ended AI research? Most evaluations of agents conducting AI research focus on narrow, verifiable tasks. But AI research is often open ended. Researchers pick hypotheses, dec

hardwareyann-lecun--x
30 Jul 2026
Hardware

Can an open-source model perform like a foundation model? @Osmosis_AI is betting yes, using reinforcement learning and the dedicated @ycombi…

DGX agent

Osmosis_AI claims that an open‑source model can rival a foundation model by leveraging reinforcement learning techniques. To demonstrate this, they will use the Y Combinator‑dedicated GPU cluster on T

hardwaretogether-ai--x
30 Jul 2026
Hardware

Four Ways to Deploy More Secure AI Agents

DGX agent

NVIDIA’s AI Red Team found common failure modes in enterprise AI agents: weak access controls, unrestricted code execution via tools, unprotected network egress, and exposure of plaintext secrets. The

hardwarenvidia-developer
30 Jul 2026
Hardware

Genie Sim PanoWorld: An Infinite Indoor 3D World Generation Pipeline via Panoramic Scene Modeling and Simulation

DGX agent

arXiv:2607.26646v1 Announce Type: new Abstract: We address the problem of reconstructing a high-fidelity, freely navigable 3D scene from a single 360^irc panorama, without per-scene optimization or mu

hardwarearxiv-cs-cv
30 Jul 2026
Hardware

I built ganfs: A Python package that uses GANs to automate feature selection for high-dimensional datasets. (No domain expert required) [P] [R]

DGX agent

Hey everyone, I recently open-sourced a new Python package called ganfs (Generative Adversarial Network Feature Selection), and I wanted to share it with the community. The Problem: Selecting the best

hardwarer-machinelearning
30 Jul 2026
Hardware

Lightweight Image Classification of Raptor Species for Edge Devices: Rare-Species Dataset Expansion via Video Frame Extraction, Knowledge Distillation, and TensorRT Deployment

DGX agent

arXiv:2607.26238v1 Announce Type: new Abstract: We investigate lightweight raptor-species classification for real-time edge deployment in wind-turbine collision mitigation. Using DINOv2-L (304M parame

hardwarearxiv-cs-cv
30 Jul 2026
Research

Low-Precision Training of Large Language Models: Methods, Challenges, and Opportunities

DGX agent

arXiv:2505.01043v2 Announce Type: replace Abstract: Large language models (LLMs) have achieved impressive performance across various domains. However, the substantial hardware resources required for t

researcharxiv-cs-lg
30 Jul 2026
Hardware

NVIDIA Exemplar Cloud: Lessons for Unlocking Full Performance on AI Infrastructure

DGX agent

NVIDIA’s Exemplar Cloud study shows that identical H100‑based clusters can yield 8–12 % lower training throughput when configuration gaps—at the kernel, hypervisor, BIOS or NCCL levels—prevent reachin

hardwarenvidia-developer
30 Jul 2026
Hardware

PolygMap: A Perceptive Locomotion Framework for Humanoid Robot Stair Climbing

DGX agent

arXiv:2510.12346v2 Announce Type: replace Abstract: Recently, biped robot walking technology has been significantly developed, mainly in the context of a bland walking scheme. To emulate human walking

hardwarearxiv-cs-ro
30 Jul 2026
Hardware

Protopia and Rafay deliver multi-tenancy for shared GPU AI factories

DGX agent

Enterprise AI infrastructure providers are turning to multi-tenancy paired with upstream data protection to convert idle GPU capacity into secure, token-metered services that enterprises will actually

hardwaresiliconangle
30 Jul 2026
Hardware

Q&A with CuspAI's Max Welling on its AI Materials Foundry, partnerships with Nvidia and others, Geoff Hinton and Yann LeCun joining its advisory board, and more (John Thornhill/Financial Times)

DGX agent

John Thornhill / Financial Times: Q&A with CuspAI's Max Welling on its AI Materials Foundry, partnerships with Nvidia and others, Geoff Hinton and Yann LeCun joining its advisory board, and more — The

hardwaretechmeme
30 Jul 2026
Hardware

unsloth/Qwen3.6-27B-NVFP4 vs. Intel/Qwen3.6-27B-int4-AutoRound vs. nvidia/Qwen3.6-27B-NVFP4 -- which one to choose?

DGX agent

Are there any benchmarks on these 4 bit quants, like how Artificial Analysis runs a slew of various benchmarks? If not, how can I run one (5x over for consistency) on them? I'm also very interested in

hardwarer-localllama
30 Jul 2026
Hardware

Visko Orbis 1.0: A Live Model for Real-Time Interactive Long Video Generation

DGX agent

arXiv:2607.26694v1 Announce Type: new Abstract: We present Visko Orbis 1.0, a Live Model for real-time, interactive long-video generation. Users can change the prompt at any moment during generation,

hardwarearxiv-cs-cv
30 Jul 2026
Hardware

What to expect during Black Hat USA: Join theCUBE Aug. 5-6

DGX agent

Artificial intelligence has propelled the cybersecurity world into a new phase, driven by startlingly advanced autonomous attacks and an urgent need to adopt technology to defend against them. This we

hardwaresiliconangle
30 Jul 2026
Hardware

agreed. which is part of why coating the world in data centers is a profound mistake.

DGX agent

agreed. which is part of why coating the world in data centers is a profound mistake. AI will get so ridiculously efficient that we will look back at GPU clusters the way we now look at these first ro

hardwaregary-marcus--x
29 Jul 2026
Hardware

It's a drop-in. One program_id field and it plugs into your existing engine configs such as KV offloading + speculative decoding. Format-agn…

DGX agent

It's a drop-in. One program_id field and it plugs into your existing engine configs such as KV offloading + speculative decoding. Format-agnostic by design, with OpenAI chat completions supported toda

hardwaretogether-ai--x
29 Jul 2026
Agents

Lowering the implementation barrier of neutral-atom quantum computing with agentic workflows

DGX agent

arXiv:2607.25834v1 Announce Type: cross Abstract: Quantum computers are moving from research laboratories to industrial machines accessible via the cloud and integrated into high-performance computing

agentsarxiv-cs-ai
29 Jul 2026
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