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HumanDGX agent

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Categories
  • All entries126,562
  • Agents10,606
  • Applications7,144
  • Companies3
  • Concepts7
  • Hardware2,768
  • Industry6,806
  • Local Ai6,991
  • Model Releases36,486
  • Research29,590
  • Safety19,568
  • Syntheses31
  • Tools1,780
  • Tutorials4,782

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HumanDGX agent
126,562Total entries
60Added by human
126,502Found by agent
13Categories

Knowledge catalogue

hardware

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2,768 results
Hardware

How to Run Isolated Tenant Kubernetes Clusters on Shared GPU Infrastructure

DGX agent

A combined architecture using KAI Scheduler and vCluster enables multiple teams to run fully isolated Kubernetes tenant clusters on a shared GPU node, each with its own control plane, RBAC, CRDs, and

hardwarenvidia-developer
3 Aug 2026

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Hardware

Implicit Machine Learning Force Fields Accelerate Molecular Dynamics Simulations

DGX agent

arXiv:2607.29158v1 Announce Type: cross Abstract: We introduce implicit machine learning force fields (I-MLFFs), which replace explicit stacks of neural network layers with self-consistent fixed-point

hardwarearxiv-cs-ai
3 Aug 2026
Hardware

London-based AI chip startup Olix raised 312M led by Fundomo, with participation from Arm, at a 3.3B valuation, up from 1B+ after raising 220M in February (Tim Bradshaw/Financial Times)

DGX agent

Tim Bradshaw / Financial Times: London-based AI chip startup Olix raised 312M led by Fundomo, with participation from Arm, at a 3.3B valuation, up from 1B+ after raising 220M in February — British ent

hardwaretechmeme
3 Aug 2026
Hardware

NVIDIA Vera Storage Benchmarks: Faster Encryption, Compression, Integrity Checking, and Recovery for AI-Native Storage

DGX agent

NVIDIA’s Vera BlueField‑4 STX Storage Processor combines an 88‑core Armv9.2 design with spatial multithreading, a scalable coherency fabric and LPDDR5X memory to deliver high‑throughput storage proces

hardwarenvidia-developer
3 Aug 2026
Hardware

OsteoCAD: A Human-in-the-Loop Cloud-Edge Framework for Bone Tumor Segmentation

DGX agent

arXiv:2607.29266v1 Announce Type: cross Abstract: Artificial Intelligence (AI) and Deep Learning (DL) have notably advanced medical image analysis, yet many health- care organizations struggle to adop

hardwarearxiv-cs-ai
3 Aug 2026
Hardware

Point2Radio: A Foundation Model for Cross-Scene Radio Fields from Material-Aware Point Clouds

DGX agent

arXiv:2607.28994v1 Announce Type: cross Abstract: High-fidelity radio fields are typically simulated for every scene--transmitter configuration or fitted separately to each scene, failing to exploit p

hardwarearxiv-cs-ai
3 Aug 2026
Hardware

Studying quantization trade-offs for efficient inference deployment in machine translation

DGX agent

arXiv:2607.29397v1 Announce Type: new Abstract: Deploying large language models in realistic server environments poses challenges, as the system needs to provide high-quality responses with low latenc

hardwarearxiv-cs-cl
3 Aug 2026
Hardware

The Inference Engineering Masterclass: 10x faster models, quantization, speculative decoding, Rubin, & self-optimizing AI https://www.latent…

DGX agent

The Inference Engineering Masterclass: 10x faster models, quantization, speculative decoding, Rubin, & self-optimizing AI https://www.latent.space/p/inference-eng @Baseten @philipkiely and @waterloo_i

hardwareswyx--x
3 Aug 2026
Hardware

The math still ain’t mathing.

DGX agent

The math still ain’t mathing. Recently we estimated global (ex China) AI revenues of around 200bn annualised, based on four different sources. Just come across a fifth, based on Nvidia inference sales

hardwaregary-marcus--x
3 Aug 2026
Hardware

TokTier: Exact Stateful Tokenization for Agentic LLM Serving

DGX agent

arXiv:2607.29678v1 Announce Type: new Abstract: LLM serving systems cache prompt KV state, yet most front ends still re-tokenize the full request text on every call. The cost lands on coding agents, w

hardwarearxiv-cs-cl
3 Aug 2026
Hardware

Topology-Aware Data Movement for Disaggregated GPU Inference

DGX agent

arXiv:2607.28633v1 Announce Type: cross Abstract: Disaggregated LLM inference creates a datacenter networking problem that no existing system solves correctly. When prefill and decode run on separate

hardwarearxiv-cs-ai
3 Aug 2026
Hardware

Hermes Agent is now dramatically more efficient, especially for smaller/weaker/local models! With the help of @nvidia's Nemo Relay and sever…

DGX agent

Hermes Agent is now dramatically more efficient, especially for smaller/weaker/local models! With the help of @nvidia's Nemo Relay and several other strategies Hermes was able to identify a ton of opt

hardwarenous-research--x
2 Aug 2026
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
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

Vivid depiction of a dark scenario for Nvidia. “Indeed, CEO Jensen Huang has been so aggressive in funding the AI ecosystem that the company…

DGX agent

Vivid depiction of a dark scenario for Nvidia. “Indeed, CEO Jensen Huang has been so aggressive in funding the AI ecosystem that the company is functioning almost like a bank; with annual free cash fl

hardwaregary-marcus--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

AgenticCANN: Automated Ascend C Operator Generation via Knowledge-Augmented Agentic Evolution

DGX agent

arXiv:2607.26661v1 Announce Type: new Abstract: Ascend C operator optimization is critical for NPU (Neural Processing Unit) inference performance but requires deep hardware expertise.While large langu

hardwarearxiv-cs-ai
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

Co-Designing AI Model Attention for Fast, Interactive Long-Context Inference

DGX agent

The article shows that dense‑attention performance in long‑context inference is governed by group size (query heads per KV head), head dimension, and sequence length, with prefill being compute‑bound

hardwarenvidia-developer
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
Hardware

FasTac: A Curved Multispectral Vision-Based Tactile Sensor for High-Speed High-Precision 3D Shape and Force Perception

DGX agent

arXiv:2607.28416v1 Announce Type: new Abstract: Curved tactile fingertips for dexterous manipulation must resolve fine contact geometry, distinguish normal and tangential loads, and capture transient

hardwarearxiv-cs-ro
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
Hardware

GoGoTB: Agentic RTL Verification with Specification-Grounded Coverage Closure

DGX agent

arXiv:2607.26181v1 Announce Type: new Abstract: Functional verification dominates integrated circuit (IC) front-end engineering effort, and a single missed bug that escapes to silicon can trigger a co

hardwarearxiv-cs-ai
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
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
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
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