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HumanDGX agent

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Categories
  • All entries83,745
  • Agents7,195
  • Applications5,151
  • Concepts5
  • Hardware1,740
  • Industry6,080
  • Local Ai4,671
  • Model Releases22,272
  • Research19,012
  • Safety12,702
  • Syntheses17
  • Tools1,664
  • Tutorials3,236

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HumanDGX agent

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83,745Total entries
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Knowledge catalogue

Search: “safety”

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12,314 results
Safety

A Decoupled Human-in-the-Loop System for Controlled Autonomy in Agentic Workflows

DGX agent

arXiv:2604.23049v1 Announce Type: new Abstract: AI agents are increasingly deployed to execute tasks and make decisions within agentic workflows, introducing new requirements for safe and controlled a

safetyarxiv-cs-ai
28 Apr 2026
AllBlogX PostPaperYouTubeRedditGitHub
Clear filters
Safety

CAPSULE: Control-Theoretic Action Perturbations for Safe Uncertainty-Aware Reinforcement Learning

DGX agent

arXiv:2604.23576v1 Announce Type: cross Abstract: Ensuring safe exploration in high-dimensional systems with unknown dynamics remains a significant challenge. Existing safe reinforcement learning meth

safetyarxiv-cs-ai
28 Apr 2026
Safety

Certified geometric robustness -- Super-DeepG

DGX agent

arXiv:2604.24379v1 Announce Type: new Abstract: Safety-critical applications are required to perform as expected in normal operations. Image processing functions are often required to be insensitive t

safetyarxiv-cs-ai
28 Apr 2026
Safety

Early Warning of Intraoperative Adverse Events via Transformer-Driven Multi-Label Learning

DGX agent

arXiv:2603.05212v2 Announce Type: replace-cross Abstract: Early warning of intraoperative adverse events plays a vital role in reducing surgical risk and improving patient safety. While deep learning

safetyarxiv-cs-ai
28 Apr 2026
Safety

Zoom In, Reason Out: Efficient Far-field Anomaly Detection in Expressway Surveillance Videos via Focused VLM Reasoning Guided by Bayesian Inference

DGX agent

arXiv:2604.23724v1 Announce Type: cross Abstract: Expressway video anomaly detection is essential for safety management. However, identifying anomalies across diverse scenes remains challenging, parti

safetyarxiv-cs-ai
28 Apr 2026
Safety

Improving Driver Drowsiness Detection via Personalized EAR/MAR Thresholds and CNN-Based Classification

DGX agent

arXiv:2604.22479v1 Announce Type: new Abstract: Driver drowsiness is a major cause of traffic accidents worldwide, posing a serious threat to public safety. Vision-based driver monitoring systems ofte

safetyarxiv-cs-cv
27 Apr 2026
Safety

How VLAs (Really) Work In Open-World Environments

DGX agent

arXiv:2604.21192v1 Announce Type: cross Abstract: Vision-language-action models (VLAs) have been extensively used in robotics applications, achieving great success in various manipulation problems. Mo

safetyarxiv-cs-ai
24 Apr 2026
Safety

The Economics of p(doom): Scenarios of Existential Risk and Economic Growth in the Age of Transformative AI

DGX agent

arXiv:2503.07341v2 Announce Type: replace-cross Abstract: Recent advances in artificial intelligence (AI) have led to a wide range of predictions about its long-term impact on humanity. A central focu

safetyarxiv-cs-ai
24 Apr 2026
Safety

Towards a Systematic Risk Assessment of Deep Neural Network Limitations in Autonomous Driving Perception

DGX agent

arXiv:2604.20895v1 Announce Type: cross Abstract: Safety and security are essential for the admission and acceptance of automated and autonomous vehicles. Deep neural networks (DNNs) are widely used f

safetyarxiv-cs-lg
24 Apr 2026
Safety

OnSiteVRU: A High-Resolution Trajectory Dataset for High-Density Vulnerable Road Users

DGX agent

arXiv:2503.23365v2 Announce Type: replace Abstract: With the acceleration of urbanization and the growth of transportation demands, the safety of vulnerable road users (VRUs, such as pedestrians and c

safetyarxiv-cs-cv
23 Apr 2026
Safety

Physics-Enhanced Deep Learning for Proactive Thermal Runaway Forecasting in Li-Ion Batteries

DGX agent

arXiv:2604.20175v1 Announce Type: cross Abstract: Accurate prediction of thermal runaway in lithium-ion batteries is essential for ensuring the safety, efficiency, and reliability of modern energy sto

safetyarxiv-cs-ai
23 Apr 2026
Safety

Resolving space-sharing conflicts in road user interactions through uncertainty reduction: An active inference-based computational model

DGX agent

arXiv:2604.19838v1 Announce Type: new Abstract: Understanding how road users resolve space-sharing conflicts is important both for traffic safety and the safe deployment of autonomous vehicles. While

safetyarxiv-cs-ai
23 Apr 2026
Safety

Hybrid Spectro-Temporal Fusion Framework for Structural Health Monitoring

DGX agent

arXiv:2604.16589v1 Announce Type: new Abstract: Structural health monitoring plays a critical role in ensuring structural safety by analyzing vibration responses from engineering systems. This paper p

safetyarxiv-cs-lg
21 Apr 2026
Safety

R3D2: Realistic 3D Asset Insertion via Diffusion for Autonomous Driving Simulation

DGX agent

arXiv:2506.07826v2 Announce Type: replace Abstract: Validating autonomous driving (AD) systems requires diverse and safety-critical testing, making photorealistic virtual environments essential. Tradi

safetyarxiv-cs-cv
21 Apr 2026
Safety

Safer Trajectory Planning with CBF-guided Diffusion Model for Unmanned Aerial Vehicles

DGX agent

arXiv:2604.17527v1 Announce Type: new Abstract: Safe and agile trajectory planning is essential for autonomous systems, especially during complex aerobatic maneuvers. Motivated by the recent success o

safetyarxiv-cs-ro
21 Apr 2026
Safety

Conformal Policy Control

DGX agent

arXiv:2603.02196v2 Announce Type: replace-cross Abstract: An agent must try new behaviors to explore and improve. In high-stakes environments, an agent that violates safety constraints may cause harm

safetyarxiv-cs-lg
17 Apr 2026
Safety

Beyond Conservative Automated Driving in Multi-Agent Scenarios via Coupled Model Predictive Control and Deep Reinforcement Learning

DGX agent

arXiv:2604.13891v1 Announce Type: new Abstract: Automated driving at unsignalized intersections is challenging due to complex multi-vehicle interactions and the need to balance safety and efficiency.

safetyarxiv-cs-ro
16 Apr 2026
Model Releases

A Benchmark for Evaluating Outcome-Driven Constraint Violations in Autonomous AI Agents

DGX agent

arXiv:2512.20798v4 Announce Type: replace Abstract: As autonomous AI agents are deployed in high-stakes environments, ensuring their safety has become a paramount concern. Existing safety benchmarks p

model-releasesarxiv-cs-ai
15 Apr 2026
Safety

Efficient Disruption of Criminal Networks through Multi-Objective Genetic Algorithms

DGX agent

arXiv:2604.09647v1 Announce Type: cross Abstract: Criminal networks, such as the Sicilian Mafia, pose substantial threats to public safety, national security, and economic stability. Outdated disrupti

safetyarxiv-cs-ai
14 Apr 2026
Safety

RoboStereo: Dual-Tower 4D Embodied World Models for Unified Policy Optimization

DGX agent

arXiv:2603.12639v2 Announce Type: replace Abstract: Scalable Embodied AI faces fundamental constraints due to prohibitive costs and safety risks of real-world interaction. While Embodied World Models

safetyarxiv-cs-cv
14 Apr 2026
Safety

Designing Safe and Accountable GenAI as a Learning Companion with Women Banned from Formal Education

DGX agent

arXiv:2604.07253v1 Announce Type: cross Abstract: In gender-restrictive and surveilled contexts, where access to formal education may be restricted for women, pursuing education involves safety and pr

safetyarxiv-cs-ai
10 Apr 2026
Safety

Explainable AI to Improve Machine Learning Reliability for Industrial Cyber-Physical Systems

DGX agent

arXiv:2601.16074v2 Announce Type: replace Abstract: Industrial Cyber-Physical Systems (CPS) are sensitive infrastructure from both safety and economics perspectives, making their reliability criticall

safetyarxiv-cs-lg
10 Apr 2026
Safety

Leveraging Wireless Sensor Networks for Real-Time Monitoring and Control of Industrial Environments

DGX agent

arXiv:2510.13820v3 Announce Type: replace-cross Abstract: This research proposes an extensive technique for monitoring and controlling the industrial parameters using Internet of Things (IoT) technolo

safetyarxiv-cs-ai
10 Apr 2026
Safety

Autonomous Driving with Priority-Ordered STL Specifications Under Multimodal Uncertainty

DGX agent

arXiv:2606.20336v2 Announce Type: replace Abstract: Autonomous vehicles must plan trajectories that satisfy multiple requirements, such as safety, traffic-rule compliance, and passenger comfort. Howev

safetyarxiv-cs-ro
11 Aug 2026
Safety

Pragmatic Attack Surface: Vulnerabilities of Implicit Context in Large Language Models

DGX agent

arXiv:2608.09551v1 Announce Type: new Abstract: In the era of large language models (LLMs), attackers often manipulate natural language to elicit unsafe or harmful outputs, creating a new natural lang

safetyarxiv-cs-cl
11 Aug 2026
Safety

SAFE-CHEM: Uncertainty-Aware Policy Switching for Robust Robotic Chemistry

DGX agent

arXiv:2608.09303v1 Announce Type: cross Abstract: The deployment of autonomous robotic systems in chemistry laboratories is accelerating experimental workflows and providing the foundational data for

safetyarxiv-cs-lg
11 Aug 2026
Model Releases

SafeSceneReason: A Multimodal Reasoning Benchmark Connecting Industrial Hazards with Accident Knowledge

DGX agent

arXiv:2608.09230v1 Announce Type: new Abstract: Industrial-safety understanding requires more than detecting workers, equipment, and personal protective equipment. Models must also assess compliance,

model-releasesarxiv-cs-ai
11 Aug 2026
Safety

SIP: Site in Pieces- A Dataset of Disaggregated Construction-Phase 3D Scans for Semantic Segmentation and Scene Understanding

DGX agent

arXiv:2512.09062v2 Announce Type: replace Abstract: Accurate 3D scene interpretation in active construction sites is essential for progress monitoring, safety assessment, and digital twin development.

safetyarxiv-cs-cv
11 Aug 2026
Safety

Towards Realistic Guarantees: A Probabilistic Certificate for SmoothLLM

DGX agent

arXiv:2511.18721v4 Announce Type: replace-cross Abstract: The SmoothLLM defense provides a certification guarantee against jailbreaking attacks, but it relies on a strict 'k-unstable' assumption that

safetyarxiv-cs-ai
11 Aug 2026
Safety

Safe Evolution with Circuit Anchors

DGX agent

arXiv:2608.05158v1 Announce Type: new Abstract: In biological evolution, unconstrained mutation can lead to catastrophic outcomes: organisms may evolve enhanced capabilities while losing essential fun

safetyarxiv-cs-cl
7 Aug 2026
Safety

Optimal Constrained sc-LTL Planning in MDPs via Switching Policies

DGX agent

arXiv:2608.05021v1 Announce Type: new Abstract: We study the synthesis of optimal policies for planning problems on Markov decision processes with both objectives and safety constraints specified in c

safetyarxiv-cs-ro
6 Aug 2026
Safety

SafeLand: Safe Autonomous Landing in Unknown Environments with Bayesian Semantic Mapping

DGX agent

arXiv:2603.17430v2 Announce Type: replace Abstract: Autonomous landing of uncrewed aerial vehicles (UAVs) in unknown, dynamic environments poses significant safety challenges, particularly near people

safetyarxiv-cs-ro
6 Aug 2026
Safety

When Memory Lies: An Empirical Study of Spatial Memory Staleness in VLM Agents

DGX agent

arXiv:2608.04574v1 Announce Type: new Abstract: Memory-augmented VLM agents act on persistent spatial knowledge, yet that knowledge silently goes stale as the environment changes. We ask what happens

safetyarxiv-cs-cl
6 Aug 2026
Safety

Test-Time Scaling for Safe Text-Guided Image Generation via Intermediate Clean Estimates

DGX agent

arXiv:2608.03284v1 Announce Type: cross Abstract: Ensuring safety and policy compliance in text-to-image diffusion models remains a critical challenge, as benign or adversarial prompts can often elici

safetyarxiv-cs-ai
5 Aug 2026
Safety

Grounded Vision-Language Interpreter for Long-Horizon Bimanual Task and Motion Planning

DGX agent

arXiv:2506.03270v3 Announce Type: replace Abstract: While recent advances in vision-language models have accelerated language-guided robot planning, their black-box nature lacks the safety guarantees

safetyarxiv-cs-ro
4 Aug 2026
Safety

Beyond Component Testing: Validating Agentic AI Systems

DGX agent

arXiv:2607.29405v1 Announce Type: new Abstract: Agentic AI systems act through multi-step trajectories that combine planning, tool use, memory, interaction, and adaptation. This behavior stretches val

safetyarxiv-cs-ai
3 Aug 2026
Safety

RAPiD: Reward-Guided Consistency Distillation of Diffusion Planners for Real-Time Autonomous Driving

DGX agent

arXiv:2602.07339v2 Announce Type: replace Abstract: Diffusion-based trajectory planners can model multi-modal driving behavior, but their iterative denoising process introduces a latency bottleneck fo

safetyarxiv-cs-ai
3 Aug 2026
Safety

TextCloak: Thwarting Unauthorized LLM Exploitation via RL-Driven Unlearnable Text

DGX agent

arXiv:2607.28862v1 Announce Type: cross Abstract: The rapid development of Large Language Models (LLMs) has led to significant advances across a wide range of language tasks, while simultaneously rais

safetyarxiv-cs-ai
3 Aug 2026
Safety

Falling Behind Drives Unsafe Development in an Idealised AI Race Experiment

DGX agent

arXiv:2607.26034v1 Announce Type: new Abstract: Technological races create tension between speed and safety: actors may gain by moving faster than competitors, even when risky development is harmful.

safetyarxiv-cs-ai
29 Jul 2026
Safety

Why Public Service AI Governance Frameworks Risk Failing in the Age of General-Purpose AI: Lessons from Policing

DGX agent

arXiv:2607.25648v1 Announce Type: cross Abstract: Public services face growing pressure to adopt artificial intelligence (AI) to close the gap between rising demand and falling resources. That pressur

safetyarxiv-cs-ai
29 Jul 2026
Safety

An Unofficial FastLAS Tutorial: A Programmer's Guide

DGX agent

arXiv:2607.23557v1 Announce Type: cross Abstract: FastLAS is a scalable system for Inductive Logic Programming (ILP): you give it some background knowledge, a language bias, and a set of examples, and

safetyarxiv-cs-ai
28 Jul 2026
Safety

Synthetic Scenario Generation for Evaluation of Industry 4.0 Agents

DGX agent

arXiv:2607.22563v1 Announce Type: new Abstract: Industrial agent benchmarks require realistic evaluation scenarios that integrate telemetry, failure modes, maintenance records, and domain standards. H

safetyarxiv-cs-ai
28 Jul 2026
Safety

Unifying Complementarity Constraints and Control Barrier Functions for Safe Whole-Body Robot Control

DGX agent

arXiv:2504.17647v2 Announce Type: replace Abstract: Safety-critical whole-body robot control demands reactive methods that ensure collision avoidance in real-time. Complementarity constraints and cont

safetyarxiv-cs-ro
28 Jul 2026
Safety

Routing Subspaces: Auditing Evaluation-to-Deployment Mismatch in Fine-Tuned Language Models

DGX agent

arXiv:2607.20436v1 Announce Type: cross Abstract: Safety evaluations often assume that behavior observed during testing reflects behavior in ordinary use, but fine-tuning can break this assumption. A

safetyarxiv-cs-ai
24 Jul 2026
Safety

Learning Safe Agent Behaviour from Human Preferences and Justifications via World Models

DGX agent

arXiv:2607.13172v1 Announce Type: new Abstract: We address the problem of safely training an agent policy and deploying a good and safe policy, in settings where the environment dynamics are unknown a

safetyarxiv-cs-ai
16 Jul 2026
Model Releases

APPLV: Adaptive Planner Parameter Learning from Vision-Language-Action Model

DGX agent

arXiv:2603.08862v2 Announce Type: replace-cross Abstract: Autonomous navigation in highly constrained environments remains challenging for mobile robots. Classical navigation approaches offer safety a

model-releasesarxiv-cs-lg
15 Jul 2026
Safety

Directional Constraints for Efficient Exploration in Safe Reinforcement Learning

DGX agent

arXiv:2607.12784v1 Announce Type: cross Abstract: Reinforcement Learning has revolutionized the landscape of robotic research, allowing robust learning of complex robotic skills in simulation. However

safetyarxiv-cs-lg
15 Jul 2026
Safety

Navigating the Mirage: A Dual-Path Agentic Framework for Robust Misleading Chart Question Answering

DGX agent

arXiv:2603.28583v2 Announce Type: replace-cross Abstract: Despite the success of Vision-Language Models (VLMs), misleading charts remain a significant challenge due to their deceptive visual structure

safetyarxiv-cs-ai
15 Jul 2026
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