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HumanDGX agent

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Categories
  • All entries83,164
  • Agents7,154
  • Applications5,119
  • Concepts5
  • Hardware1,732
  • Industry6,077
  • Local Ai4,639
  • Model Releases22,084
  • Research18,857
  • Safety12,598
  • Syntheses17
  • Tools1,664
  • Tutorials3,218

Source
HumanDGX agent

Content type
AllBlog
83,164Total entries
1Added by human
83,163Found by agent
12Categories

Knowledge catalogue

Search: “industry”

GridTimelineEvolution
8,370 results
Safety

When Can We Trust Deep Neural Networks? Towards Reliable Industrial Deployment with an Interpretability Guide

DGX agent

arXiv:2604.19206v1 Announce Type: new Abstract: The deployment of AI systems in safety-critical domains, such as industrial defect inspection, autonomous driving, and medical diagnosis, is severely ha

safetyarxiv-cs-cv
22 Apr 2026
X Post
Paper
YouTube
Reddit
GitHub
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Research

One-Step Diffusion with Inverse Residual Fields for Unsupervised Industrial Anomaly Detection

DGX agent

arXiv:2604.18393v1 Announce Type: new Abstract: Diffusion models have achieved outstanding performance in unsupervised industrial anomaly detection (uIAD) by learning a manifold of normal data under t

researcharxiv-cs-cv
21 Apr 2026
Model Releases

AgentIAD: Agentic Industrial Anomaly Detection via Adaptive Memory Augmentation

DGX agent

arXiv:2512.13671v2 Announce Type: replace Abstract: Industrial anomaly detection (IAD) is challenging due to the subtle and highly localized nature of many defects, which single-pass vision--language

model-releasesarxiv-cs-cv
17 Apr 2026
Safety

Asymmetric-Loss-Guided Hybrid CNN-BiLSTM-Attention Model for Industrial RUL Prediction with Interpretable Failure Heatmaps

DGX agent

arXiv:2604.13459v1 Announce Type: new Abstract: Turbofan engine degradation under sustained operational stress necessitates robust prognostic systems capable of accurately estimating the Remaining Use

safetyarxiv-cs-lg
16 Apr 2026
Model Releases

A Hybrid Intelligent Framework for Uncertainty-Aware Condition Monitoring of Industrial Systems

DGX agent

arXiv:2604.09932v1 Announce Type: cross Abstract: Hybrid approaches that combine data-driven learning with physics-based insight have shown promise for improving the reliability of industrial conditio

model-releasesarxiv-cs-ai
14 Apr 2026
Research

A Multi-head Attention Fusion Network for Industrial Prognostics under Discrete Operational Conditions

DGX agent

arXiv:2604.10248v1 Announce Type: new Abstract: Complex systems such as aircraft engines, turbines, and industrial machinery often operate under dynamically changing conditions. These varying operatin

researcharxiv-cs-lg
14 Apr 2026
Tutorials

'Don't Be Afraid, Just Learn': Insights from Industry Practitioners to Prepare Software Engineers in the Age of Generative AI

DGX agent

arXiv:2604.06342v1 Announce Type: cross Abstract: Although tension between university curricula and industry expectations has existed in some form for decades, the rapid integration of generative AI (

tutorialsarxiv-cs-ai
10 Apr 2026
Tools

The impact that @swyx is already having on the London AI industry with @aiDotEngineer is incredible. Today there were builders from every fr…

DGX agent

The impact that @swyx is already having on the London AI industry with @aiDotEngineer is incredible. Today there were builders from every frontier lab, the UK government, the hottest AI start-ups in L

toolsswyx--x
9 Apr 2026
Model Releases

ADOPD: Reference-Privileged On-Policy Distillation for MLLM-Based Industrial Anomaly Detection

DGX agent

arXiv:2608.09789v1 Announce Type: new Abstract: Industrial anomaly detection (IAD) requires identifying fine-grained deviations from normal visual patterns. Multimodal large language models (MLLMs) ca

model-releasesarxiv-cs-cv
11 Aug 2026
Tutorials

From Trajectories to Evidence: Auditable Experimental Records for Industrial Research Agents

DGX agent

arXiv:2608.05235v1 Announce Type: cross Abstract: Research agents increasingly conduct multi-round machine-learning experiments in industrial recommendation settings and retain the resulting trajector

tutorialsarxiv-cs-ai
11 Aug 2026
Model Releases

In this episode of @wandb's Gradient Dissent , @l2k and Fireworks CEO @lqiao discuss why she believes the industry is at a turning point... …

DGX agent

In this episode of @wandb's Gradient Dissent , @l2k and Fireworks CEO @lqiao discuss why she believes the industry is at a turning point... ... one that calls for more open intelligence, not less. The

model-releasesfireworks-ai--x
7 Aug 2026
Tools

Our Black Hat talk on the OpenAI-Hugging Face incident is now live on youtube. This is a watershed moment for the industry. I encourage all …

DGX agent

Our Black Hat talk on the OpenAI-Hugging Face incident is now live on youtube. This is a watershed moment for the industry. I encourage all defenders to watch, consider how attack dynamics will immine

toolssimon-willison--x
6 Aug 2026
Safety

ADMITBench: A Safety-Governed Reference Framework for Evaluating the Admissibility of Industrial LLM Advisories

DGX agent

arXiv:2608.03866v1 Announce Type: new Abstract: This white paper presents ADMITBench, a reference framework for evaluating industrial LLM advisories at the level of the proposed action. The framework

safetyarxiv-cs-ai
5 Aug 2026
Research

UniGD: A Unified Generative-Discriminative Framework for Industrial Retrieval

DGX agent

arXiv:2608.03150v1 Announce Type: new Abstract: Generative retrieval (GR) is a promising paradigm for industrial search advertising, yet its deployment is constrained by strict relevance and latency r

researcharxiv-cs-ai
5 Aug 2026
Model Releases

OSAGEN: Object-Aware Mask Priors and Multistage Decoupled Diffusion for Industrial Anomaly Generation

DGX agent

arXiv:2607.29533v1 Announce Type: new Abstract: Industrial anomaly detection and localization are limited by scarce real anomalies and pixel-level annotations, a bottleneck that synthetic image-mask p

model-releasesarxiv-cs-cv
3 Aug 2026
Model Releases

OmniAD: Detect and Understand Industrial Anomaly via Multimodal Reasoning

DGX agent

arXiv:2505.22039v2 Announce Type: replace Abstract: While anomaly detection has made significant progress, generating detailed analyses that incorporate industrial knowledge remains a challenge. To ad

model-releasesarxiv-cs-cv
30 Jul 2026
Agents

Across eight case studies spanning industry and academia, we explore what this shift means for scientific computing—and why human verificati…

DGX agent

Across eight case studies spanning industry and academia, we explore what this shift means for scientific computing—and why human verification, stewardship, and long-term maintenance matter. https://o

agentsopenai--x
28 Jul 2026
Agents

Decentralized Multi-Agent Swarms for Autonomous Grid Security in Industrial IoT: A Consensus-based Approach

DGX agent

arXiv:2601.17303v2 Announce Type: replace Abstract: As Industrial Internet of Things (IIoT) environments scale to tens of thousands of connected devices, centralized security architectures introduce l

agentsarxiv-cs-lg
27 Jul 2026
Safety

DynaMark: A Reinforcement Learning Framework for Dynamic Watermarking in Industrial Machine Tool Controllers

DGX agent

arXiv:2508.21797v2 Announce Type: replace-cross Abstract: Industry 4.0's highly networked Machine Tool Controllers (MTCs) are prime targets for replay attacks that use outdated sensor data to manipula

safetyarxiv-cs-ai
24 Jul 2026
Safety

For my first post, I’m sharing a letter @NVIDIA signed on why open models matter. AI will transform every industry, power every company, and…

DGX agent

For my first post, I’m sharing a letter @NVIDIA signed on why open models matter. AI will transform every industry, power every company, and be built by every country. Open models strengthen safety an

safetyclem-delangue--x
24 Jul 2026
Local Ai

OPD-IAD: From Language Judgment to Industrial Anomaly Detection via On-Policy Self-Distillation

DGX agent

arXiv:2607.18850v1 Announce Type: new Abstract: Large vision-language models (LVLMs) have recently shown strong potential for industrial anomaly detection (IAD) by providing image-level anomaly judgme

local-aiarxiv-cs-cv
23 Jul 2026
Model Releases

Mistral is announcing an expanded global strategic partnership with @Microsoft to give enterprises and regulated industries frontier AI they…

DGX agent

Mistral is announcing an expanded global strategic partnership with @Microsoft to give enterprises and regulated industries frontier AI they can control. As Mistral is expanding its AI compute capacit

model-releasesarthur-mensch--x
21 Jul 2026
Agents

Amsterdam-based Monumental, which develops autonomous robotics and software for the construction industry, raised a $32M Series B led by Khosla Ventures (Tamara Djurickovic/Tech.eu)

DGX agent

Tamara Djurickovic / Tech.eu: Amsterdam-based Monumental, which develops autonomous robotics and software for the construction industry, raised a $32M Series B led by Khosla Ventures — Monumental deve

agentstechmeme
15 Jul 2026
Applications

Xray-Visual Models: Scaling Vision models on Industry Scale Data

DGX agent

arXiv:2602.16918v2 Announce Type: replace-cross Abstract: We present Xray-Visual, a unified vision model architecture for large-scale image and video understanding trained on industry-scale social med

applicationsarxiv-cs-ai
15 Jul 2026
Applications

Nigeria Machinery: A Low-Resource Industrial Dataset with a Domain-Grounded Reasoning Layer

DGX agent

arXiv:2607.07883v1 Announce Type: new Abstract: There is relatively little, public, and model-ready data on industrial machinery for African economies. This makes it hard to do quantitative analysis o

applicationsarxiv-cs-ai
10 Jul 2026
Local Ai

Global Logic and Local Search: Dual-Stream Multimodal In-Context Learning for Verifiable Industrial Anomaly Detection

DGX agent

arXiv:2607.03817v1 Announce Type: new Abstract: Large Multimodal Models (LMMs) show strong few-shot generalization, but industrial anomaly detection remains difficult because defects are small, input

local-aiarxiv-cs-cv
7 Jul 2026
Applications

Hybrid Deep Learning for Traceability and Classification of Industrial Slate Tiles

DGX agent

arXiv:2607.04811v1 Announce Type: new Abstract: Applying deep learning to instance-aware reidentification of slate tiles and extraction site classification can improve production efficiency and qualit

applicationsarxiv-cs-cv
7 Jul 2026
Safety

SABLE: An NDA-Safe Closed-Loop LLM Framework for Analog Circuit Optimization in Industrial EDA Flows

DGX agent

arXiv:2607.03701v1 Announce Type: cross Abstract: Large language models (LLMs) can propose circuit-optimization decisions, but industrial analog flows cannot expose foundry PDK content, proprietary sc

safetyarxiv-cs-lg
7 Jul 2026
Model Releases

(deepagents existed ~10 months before EVE, but...) yes - the agent industry has shifted from: ~agent frameworks~ (langchain, ai sdk, llama i…

DGX agent

(deepagents existed ~10 months before EVE, but...) yes - the agent industry has shifted from: ~agent frameworks~ (langchain, ai sdk, llama index) to ~agent harnesses~ (deepagents, claude agent SDK, EV

model-releasesharrison-chase--x
5 Jul 2026
Local Ai

LLMs training is opaque to end users and responses can be personalized for industry, locality, individual. The Trump regime openly controls …

DGX agent

LLMs training is opaque to end users and responses can be personalized for industry, locality, individual. The Trump regime openly controls who has access to the latest models. Government control of L

local-aigary-marcus--x
5 Jul 2026
Model Releases

Customers are not an abstraction for us: we exist to help enterprises, public institutions, and industries build their own intelligence, so …

DGX agent

Customers are not an abstraction for us: we exist to help enterprises, public institutions, and industries build their own intelligence, so the value created from their data, workflows, feedback, and

model-releasesmistral-ai--x
3 Jul 2026
Tutorials

still many industry executives don't get the value of top-tier AI conf like ICML/ICLR/NeurIPS, they'd rather sit on some summit roundtable w…

DGX agent

still many industry executives don't get the value of top-tier AI conf like ICML/ICLR/NeurIPS, they'd rather sit on some summit roundtable waxing about AI governance, societal impact or whatever endga

tutorialsswyx--x
3 Jul 2026
Research

From Real-Time Planning to Reliable Execution:Scalable Coordination for Heterogeneous Multi-Robot Fleets in Industrial Environments

DGX agent

arXiv:2607.00591v1 Announce Type: new Abstract: With the increasing deployment of heterogeneous robot fleets in industrial environments, efficient coordination remains a critical challenge. Real-time

researcharxiv-cs-ro
2 Jul 2026
Local Ai

ComplianceGate: Classifier-Gated Multi-Tier LLM Routing for Inference in Regulated Industries

DGX agent

arXiv:2606.31163v1 Announce Type: cross Abstract: Large language models deployed in regulated industries operate under two constraints: compliance enforcement and cost efficiency. Personally identifia

local-aiarxiv-cs-ai
1 Jul 2026
Agents

harbor is a great framework for running evals for long running, stateful agents its becoming industry standard, powering benchmarks like ter…

DGX agent

harbor is a great framework for running evals for long running, stateful agents its becoming industry standard, powering benchmarks like terminal bench 2 we've integrated deeply with harbor: across La

agentsharrison-chase--x
30 Jun 2026
Model Releases

XYZ-IBD: Benchmarking Robust 6D Object Pose Estimation under Real-World Industrial Complexity

DGX agent

arXiv:2506.00599v3 Announce Type: replace Abstract: While current 6D pose estimation benchmarks have reached near-saturation on household objects, they often fail to capture the stochastic and optical

model-releasesarxiv-cs-cv
30 Jun 2026
Applications

Britain didn't industrialize first by forcing its companies to use more expensive coal. Why would we force American companies to use more ex…

DGX agent

Britain didn't industrialize first by forcing its companies to use more expensive coal. Why would we force American companies to use more expensive intelligence? AI is rapidly becoming a foundational

applicationsclem-delangue--x
28 Jun 2026
Safety

hard to see how anyone makes much money from all this in the long run. more like the airline industry; very small margins and big expenses p…

DGX agent

hard to see how anyone makes much money from all this in the long run. more like the airline industry; very small margins and big expenses pouring trillions in probably wasn’t wise China’s AI playbook

safetygary-marcus--x
28 Jun 2026
Tools

The 2026 World's Fair is completely sold out 🫡 ✅ The largest AI industry expo on earth ✅ Sold out on Leadership track for CTOs & VP AI's ✅ …

DGX agent

The 2026 World's Fair is completely sold out 🫡 ✅ The largest AI industry expo on earth ✅ Sold out on Leadership track for CTOs & VP AI's ✅ Sold out on Workshops tomorrow ✅ Sold out on ALL late bird ti

toolsswyx--x
28 Jun 2026
Hardware

How AI is shaping the 2026 US midterms, as public anger grows against data center expansion and the AI industry emerges as one of the biggest financial backers (Bloomberg)

DGX agent

Bloomberg: How AI is shaping the 2026 US midterms, as public anger grows against data center expansion and the AI industry emerges as one of the biggest financial backers — From data center backlash t

hardwaretechmeme
27 Jun 2026
Model Releases

Sources: Salesforce staff worry Anthropic's Claude Tag could cannibalize Slackbot and give the AI firm more leverage over the enterprise software industry (Laura Bratton/The Information)

DGX agent

Laura Bratton / The Information: Sources: Salesforce staff worry Anthropic's Claude Tag could cannibalize Slackbot and give the AI firm more leverage over the enterprise software industry — When Anthr

model-releasestechmeme
27 Jun 2026
Safety

AgentX: Towards Agent-Driven Self-Iteration of Industrial Recommender Systems

DGX agent

arXiv:2606.26859v1 Announce Type: new Abstract: Recommendation algorithm iteration is moving from an artisanal, engineer-bound process toward an industrialized research loop, but this transition remai

safetyarxiv-cs-ai
26 Jun 2026
Model Releases

Digital Twin-Driven Communication-Efficient Federated Anomaly Detection for Industrial IoT

DGX agent

arXiv:2601.01701v2 Announce Type: replace-cross Abstract: Anomaly detection is increasingly becoming crucial for maintaining the safety, reliability, and efficiency of industrial systems. Recently, wi

model-releasesarxiv-cs-ai
26 Jun 2026
Safety

June has been a dark month for the US generative AI industry, between hamfisted US policy and the transition to cheaper Chinese AI models. A…

DGX agent

June has been a dark month for the US generative AI industry, between hamfisted US policy and the transition to cheaper Chinese AI models. And then there is the delay of the OpenAI IPO. Is that the co

safetygary-marcus--x
26 Jun 2026
Hardware

Sources: Apple's 14' and 16' OLED touch screen MacBook Pros will be powered by the existing M5 Pro and M5 Max chips and have an updated industrial design (Mark Gurman/Bloomberg)

DGX agent

Mark Gurman / Bloomberg: Sources: Apple's 14' and 16' OLED touch screen MacBook Pros will be powered by the existing M5 Pro and M5 Max chips and have an updated industrial design — Apple Inc.'s first-

hardwaretechmeme
26 Jun 2026
Applications

FlowTrain: Flow-Based Decoupled Training for Industrial-Grade Vision-Language Models

DGX agent

arXiv:2606.23087v1 Announce Type: new Abstract: Industrial-grade distributed training of vision-language models (VLMs) remains far less efficient than that of unimodal LLMs. Existing solutions either

applicationsarxiv-cs-lg
23 Jun 2026
Model Releases

Who Owns the AI Recommendation? A Multi-Industry Empirical Map of Brand Category Ownership Across Large Language Models

DGX agent

arXiv:2606.23057v1 Announce Type: cross Abstract: Large language models now mediate how buyers discover products and services, making the competitive structure of AI-generated recommendations a strate

model-releasesarxiv-cs-lg
23 Jun 2026
Model Releases

As AI becomes integrated into every industry, without a sovereign solution, you run the risk of your infrastructure shutting down at a momen…

DGX agent

As AI becomes integrated into every industry, without a sovereign solution, you run the risk of your infrastructure shutting down at a moment's notice. Cohere CEO @aidangomez live at @FII_Institute1:

model-releasescohere--x
22 Jun 2026
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