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HumanDGX agent

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Clear filters
Categories
  • All entries127,664
  • Agents10,695
  • Applications7,180
  • Companies3
  • Concepts7
  • Hardware2,794
  • Industry6,825
  • Local Ai7,052
  • Model Releases36,904
  • Research29,820
  • Safety19,755
  • Syntheses31
  • Tools1,781
  • Tutorials4,817

Source
HumanDGX agent

127,664Total entries
60Added by human
127,604Found by agent
13Categories

Knowledge catalogue

Search: “engineering”

GridTimelineEvolution
8,219 results
Safety

Add Runtime Controls to AI Agents with NVIDIA OpenShell

DGX agent

NVIDIA OpenShell 0.1.0 is an open‑source runtime that enforces which systems and data an AI agent may access without requiring changes to the agent itself. Its components—Gateway, Supervisor, Sandbox,

safetynvidia-developer
28 Sept 2026
Agents
Content type
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters

Agentic Limit Order Books: Phase Transitions and Market Impact

DGX agent

arXiv:2609.31260v1 Announce Type: cross Abstract: We investigate the systemic macroscopic dynamics emerging from Limit Order Books (LOBs) populated exclusively by autonomous reinforcement-learning age

agentsarxiv-cs-ai
28 Sept 2026
Agents

Bringing AI to Autonomous Systems -- From Cognition to Collective Intelligence

DGX agent

arXiv:2609.30291v1 Announce Type: new Abstract: The purpose of this article is to highlight the central role of autonomous systems as the ultimate stage in the development of AI, to explain the underl

agentsarxiv-cs-ai
28 Sept 2026
Agents

Can someone explain how a LLM goes rogue.

DGX agent

Alright so I'm pretty new to all of this, but today I got a pretty solid crash course in exactly how these LLMs work. I wad quite surprised to find out that there's zero 'thinking' involved in any of

agentsr-chatgpt
28 Sept 2026
Model Releases

Coding Agents Aren't Enough! Evaluating an Enterprise Security Brain for Agentic Cloud Investigations

DGX agent

arXiv:2609.30345v1 Announce Type: cross Abstract: Cloud-security investigation is dominated by population tasks: which identities can read a data store, how many resources fail a control, which assets

model-releasesarxiv-cs-ai
28 Sept 2026
Applications

“connect[ing] AI to the internet … safely with current technology is not a realistic goal...”

DGX agent

“connect[ing] AI to the internet … safely with current technology is not a realistic goal...” Regardless of how well you think OpenAI security did their job, the thing people should take from this is

applicationsgary-marcus--x
28 Sept 2026
Model Releases

Cross-Backend QIEO: Universal Runtime Portability across OpenMP5, CUDA, HIP, and Multi-Language Interfaces

DGX agent

arXiv:2609.30914v1 Announce Type: cross Abstract: Quantum-inspired algorithms emulate quantum mechanical principles, such as, superposition, interference, and probabilistic amplitude evolution, on cla

model-releasesarxiv-cs-cl
28 Sept 2026
Agents

DynBranch: Speculative Subgraph Reuse for Dynamic Agentic LLM Serving

DGX agent

arXiv:2609.31047v1 Announce Type: cross Abstract: Agentic LLM workflows decide their execution paths at runtime. Downstream computation may be predictable, or may have run before, yet it cannot begin

agentsarxiv-cs-ai
28 Sept 2026
Model Releases

Energy Efficiency of Locally Deployed LLMs: A Preliminary Quantitative GPU Power Benchmark on Consumer Hardware

DGX agent

arXiv:2608.00008v2 Announce Type: replace Abstract: The local deployment of large language models (LLMs) is gaining traction due to privacy concerns and the desire for on-premise inference. However, t

model-releasesarxiv-cs-ai
28 Sept 2026
Applications

Generate images and video with vLLM-Omni on SageMaker AI – Part 2

DGX agent

Deploy two generative media models from one AWS vLLM-Omni Deep Learning Container on Amazon SageMaker AI. Generate an image with FLUX.2-klein through real-time inference, then animate it into video wi

applicationsaws-ml-blog
28 Sept 2026
Safety

HuGo: LLMs as Whole-Body Policy Code Designers for Humanoid Loco-Manipulation

DGX agent

arXiv:2609.30594v1 Announce Type: new Abstract: For humanoids to be useful in everyday environments, they must perform a wide range of tasks that couple locomotion and manipulation. Existing approache

safetyarxiv-cs-ro
28 Sept 2026
Applications

“I dislike the passive vibe from OpenAI and the other companies that the breakneck pace of progress is simply happening to them, rather than…

DGX agent

“I dislike the passive vibe from OpenAI and the other companies that the breakneck pace of progress is simply happening to them, rather than an active choice they are deliberately making.” Good essay.

applicationsgary-marcus--x
28 Sept 2026
Safety

Indeed OpenAI was incompetent (and arrogant in thinking they knew it all); new cybersecurity software that they should have written themselv…

DGX agent

Indeed OpenAI was incompetent (and arrogant in thinking they knew it all); new cybersecurity software that they should have written themselves may help. But whether it’s enough to stop all of this rem

safetygary-marcus--x
28 Sept 2026
Local Ai

Jagarin: A Three-Layer Architecture for Hibernating Personal Duty Agents on Mobile

DGX agent

arXiv:2603.05069v3 Announce Type: replace Abstract: Personal AI agents face a deployment paradox on mobile: persistent background execution drains the battery and conflicts with platform background li

local-aiarxiv-cs-ai
28 Sept 2026
Research

LEAD: An EEG Foundation Model for Alzheimer's Disease Detection

DGX agent

arXiv:2502.01678v5 Announce Type: replace-cross Abstract: Electroencephalography (EEG) provides a non-invasive, highly accessible, and cost-effective approach for detecting Alzheimer's disease (AD). H

researcharxiv-cs-ai
28 Sept 2026
Model Releases

LUCID: Learning Under Confounding for Inference and Discovery in Time Series

DGX agent

arXiv:2609.31315v1 Announce Type: new Abstract: Unobserved common causes are pervasive in real-world time series and can induce spurious associations that causal discovery methods mistake for direct e

model-releasesarxiv-cs-lg
28 Sept 2026
Model Releases

Muslim: A Deployed Arabic Voice AI Platform for Grounded Islamic Knowledge

DGX agent

arXiv:2609.31511v1 Announce Type: new Abstract: We present Muslim, a production Arabic voice AI platform serving grounded, sourced Islamic knowledge to real users. Beyond a real-time voice pipeline (N

model-releasesarxiv-cs-cl
28 Sept 2026
Model Releases

NEMSim: Learning Control-Conditioned Multi-Event Physical Dynamics via Executable Event-Mechanism Priors

DGX agent

arXiv:2609.30718v1 Announce Type: new Abstract: High-fidelity simulation of control-conditioned multi-event physical systems is computationally expensive, especially across broad control spaces and lo

model-releasesarxiv-cs-lg
28 Sept 2026
Model Releases

On the Limits of Univariate Deep Learning for Significant Wave Height Forecasting

DGX agent

arXiv:2609.30688v1 Announce Type: cross Abstract: This study conducts a systematic hyperparameter search across five deep learning architectures, DLinear, LSTM, PatchTST, ResAttLstm, and Mamba2, and n

model-releasesarxiv-cs-lg
28 Sept 2026
Safety

Policy-Calibrated DAgger: Offline Calibrated Noise Injection for Imitation Learning

DGX agent

arXiv:2609.30462v1 Announce Type: new Abstract: Policies trained with imitation learning can accumulate errors over time, causing the robot to drift outside the training distribution. Existing methods

safetyarxiv-cs-ro
28 Sept 2026
Research

Prompt Minimization: Reducing Input Redundancy Without Sacrificing Output Fidelity

DGX agent

arXiv:2609.31505v1 Announce Type: new Abstract: Despite the growing capabilities of large language models (LLMs), prompt design remains largely heuristic and ad hoc. This project will explore extit{pr

researcharxiv-cs-ai
28 Sept 2026
Research

Realizability Is Not Enough: Encoding, Liveness, and Auditing of Synthesized Robot Supervisors

DGX agent

arXiv:2609.30460v1 Announce Type: new Abstract: High-level robotic supervisors coordinate capabilities whose reported outcomes determine the robot's next action. Reactive synthesis can generate such s

researcharxiv-cs-ro
28 Sept 2026
Agents

Rethinking Data Quality for AI-Driven Systems: Evidence from Practitioner Interviews

DGX agent

arXiv:2609.31191v1 Announce Type: cross Abstract: Data quality research has usually treated data as an input that is stored, processed, and validated. In AI-driven software-intensive systems, data als

agentsarxiv-cs-ai
28 Sept 2026
Model Releases

SciHorizon-eLab: An Agentic Protocol-to-Task Compiler for Scalable Benchmarking of Scientific Embodied Agents

DGX agent

arXiv:2609.30971v1 Announce Type: new Abstract: Embodied agents offer a promising route to automating scientific experimentation, yet their progress is constrained by the lack of reliable and systemat

model-releasesarxiv-cs-ai
28 Sept 2026
Model Releases

Swift 1.5 + HyperQwen = 37% less task completion time at 100+ tps w/ 150k context on RTX 3090

DGX agent

Hi everyone :) The amazing Swift finetunes of Qwen3.8 27B generate much fewer tokens at mostly similar benchmark performance to the original model, while repos like HyperQwen (formerly syv-ai/qwen38-2

model-releasesr-localllama
28 Sept 2026
Research

UniPrefill: Universal Long-Context Prefill Acceleration via Block-wise Dynamic Sparsification

DGX agent

arXiv:2605.06221v2 Announce Type: replace Abstract: As large language models (LLMs) continue to advance rapidly, they are becoming increasingly capable while simultaneously demanding ever-longer conte

researcharxiv-cs-cl
28 Sept 2026
Model Releases

Advice on models for RAG use case

DGX agent

Hi all, I'm looking for some advice picking models. I'm looking to try a project to ingest quite a large amount of docments into a knowledgebase, allowing me and others to ask questions about the data

model-releasesr-localllama
27 Sept 2026
Industry

🛠️ MiMo-V2.6 update: tool-call repetition, diagnosed & fixed. After the MiMo-V2.6 series models launched, we noticed them sometimes repeati…

DGX agent

🛠️ MiMo-V2.6 update: tool-call repetition, diagnosed & fixed. After the MiMo-V2.6 series models launched, we noticed them sometimes repeating identical or highly similar tool calls — burning context a

industryclem-delangue--x
27 Sept 2026
Model Releases

Power Limits, Local AI, and Questionable Uses of My Free Time

DGX agent

Good day data nerds! I am trying to get more into running models, learning about agentic workflows, and creating my own tools. But as you do (right?) I had to fine tune my current setup. With the way

model-releasesr-localllama
27 Sept 2026
Agents

The Top AI Papers of the Week (September 21 - 27): - HySparse2 - EvoOntology - Harness-Zero - JEV-as-a-Judge - Wiki Foundation Model - Self-…

DGX agent

The Top AI Papers of the Week (September 21 - 27): - HySparse2 - EvoOntology - Harness-Zero - JEV-as-a-Judge - Wiki Foundation Model - Self-Organizing Agent Teams - Self-Improvement via Fast Tree-sear

agentsdair-ai--x
27 Sept 2026
Model Releases

85 GB DeepSeek-V4-Flash at ~3 tok/s on a 12 GB RTX 3060 + 64 GB DDR5 RAM - Overspill for FreeToken, inspired by Colibri

DGX agent

I've been experimenting with ways to run MoE models that don't fit comfortably in RAM, and I ended up making Overspill, a disk tier for FreeToken. The basic idea came from looking at how Colibri handl

model-releasesr-localllama
26 Sept 2026
Industry

Google Threat Intelligence Group finds dark web marketplaces selling access to AI models, including from Anthropic, Google, and OpenAI, at up to 97% discounts (Tom Wilson/Financial Times)

DGX agent

Tom Wilson / Financial Times: Google Threat Intelligence Group finds dark web marketplaces selling access to AI models, including from Anthropic, Google, and OpenAI, at up to 97% discounts — Security

industrytechmeme
26 Sept 2026
Model Releases

This is huge. Xiaomi just open-sourced 7k+ reinforcement learning task environments used to train MiMo, covering code, cybersecurity, genera…

DGX agent

This is huge. Xiaomi just open-sourced 7k+ reinforcement learning task environments used to train MiMo, covering code, cybersecurity, general tool use, visual web development, and music-related tasks.

model-releasesclem-delangue--x
26 Sept 2026
Agents

This is one of the strongest use cases I've seen for System One models like Jev. Pay close attention if you build custom harnesses. Jev is n…

DGX agent

This is one of the strongest use cases I've seen for System One models like Jev. Pay close attention if you build custom harnesses. Jev is now available as a packaged router. What is it? You send the

agentsdair-ai--x
26 Sept 2026
Research

Yann LeCun, Executive Chairman of AMI Labs, explains why LLMs are mostly retrieving human knowledge rather than thinking for themselves: LeC…

DGX agent

Yann LeCun, Executive Chairman of AMI Labs, explains why LLMs are mostly retrieving human knowledge rather than thinking for themselves: LeCun starts with why so many people misread what these systems

researchyann-lecun--x
26 Sept 2026
Model Releases

DON’T LET YOUR CODING AGENT BE THE ONLY REVIEWER OF ITS OWN CODE. I’m seeing this in my own Claude / Codex sessions, and customers are sendi…

DGX agent

DON’T LET YOUR CODING AGENT BE THE ONLY REVIEWER OF ITS OWN CODE. I’m seeing this in my own Claude / Codex sessions, and customers are sending me similar screenshots: | Qodo review is on the money. |

model-releasesitamar-friedman--x
25 Sept 2026
Hardware

everybody talks about the economics of the ai data center build, the biggest capex buildout in human history not nearly enough people are st…

DGX agent

everybody talks about the economics of the ai data center build, the biggest capex buildout in human history not nearly enough people are stepping back to just marvel at the technology itself i just m

hardwaresonya-huang--x
25 Sept 2026
Tutorials

Functional dynamic mode decomposition: Learning infinite-dimensional systems from data

DGX agent

arXiv:2609.29159v1 Announce Type: cross Abstract: Dynamic mode decomposition (DMD) is a data-driven method that computes the best linear approximation of the underlying dynamical system and decomposes

tutorialsarxiv-cs-lg
25 Sept 2026
Model Releases

iCoder-27B: Recursive AI-Led Development of Frontier Industrial Coding Model

DGX agent

arXiv:2609.29626v1 Announce Type: new Abstract: Recursive AI, the prospect of AI taking an increasingly complete role in building and improving AI, is a crown jewel of AI for AI. Although recursive se

model-releasesarxiv-cs-ai
25 Sept 2026
Local Ai

Meet Observer, an agent that uses local LLMs to monitor your screen, so you don't have to

DGX agent

Hey r/ollama ! I'm Roy, solo dev of Observer. Observer is a free open-source agent that uses small local LLMs to monitor your screen, so you don't have to. This is the demo of the agent that controls

local-air-ollama
25 Sept 2026
Model Releases

MF-SCBO : Multi-fidelity Scalable Constrained Bayesian Optimization

DGX agent

arXiv:2609.29941v1 Announce Type: new Abstract: Many real-world optimization problems rely on expensive simulations or experiments, making the efficient use of available data essential. Multi-fidelity

model-releasesarxiv-cs-lg
25 Sept 2026
Model Releases

MLPerf Automotive

DGX agent

arXiv:2510.27065v2 Announce Type: replace Abstract: We present MLPerf Automotive, the first standardized public performance benchmark for evaluating Machine Learning systems that are deployed for AI a

model-releasesarxiv-cs-lg
25 Sept 2026
Research

Modelling dynamic systems transfer functions from events in computational neuromorphic imaging

DGX agent

arXiv:2609.29863v1 Announce Type: new Abstract: Event Vision Sensing (EVS) report threshold crossings of log-irradiance, so a static optical system imaging a static scene produces no output at all. Th

researcharxiv-cs-cv
25 Sept 2026
Model Releases

MOOSEnger: A Simulation-Aware AI Agent Framework for the MOOSE Ecosystem

DGX agent

arXiv:2603.04756v3 Announce Type: replace Abstract: MOOSEnger is a modeling and simulation AI agent framework for the Multiphysics Object-Oriented Simulation Environment (MOOSE) ecosystem, built aroun

model-releasesarxiv-cs-ai
25 Sept 2026
Tutorials

Neuro-symbolic AI for Industrial Configuration

DGX agent

arXiv:2609.29947v1 Announce Type: new Abstract: Large Language Models (LLMs) have shown impressive performance on a wide range of generative tasks. Yet their probabilistic nature makes them, in isolat

tutorialsarxiv-cs-ai
25 Sept 2026
Applications

OmniFabric: Coherent UV Space Texture Synthesis for 3D Garment Reconstruction

DGX agent

arXiv:2609.30234v1 Announce Type: new Abstract: Automated generation of production-ready 3D garment assets from a single image is a central challenge in digital content creation. While recent generati

applicationsarxiv-cs-cv
25 Sept 2026
Research

Ontology-Mediated Neurosymbolic Constraint Acquisition from Multiple Stakeholders

DGX agent

arXiv:2609.29876v1 Announce Type: new Abstract: Neurosymbolic research typically assumes a pre-existing symbolic specification, leaving the upstream challenge of acquiring and formalizing requirements

researcharxiv-cs-ai
25 Sept 2026
Agents

Own your harness, folks. I feel like System One models take custom agent harnesses to a whole different level. It's not a surprise. This com…

DGX agent

Own your harness, folks. I feel like System One models take custom agent harnesses to a whole different level. It's not a surprise. This comes down to needs that haven't been met with System Two model

agentsdair-ai--x
25 Sept 2026
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