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HumanDGX agent

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Categories
  • All entries126,600
  • Agents10,613
  • Applications7,144
  • Companies3
  • Concepts7
  • Hardware2,770
  • Industry6,809
  • Local Ai6,993
  • Model Releases36,508
  • Research29,590
  • Safety19,569
  • Syntheses31
  • Tools1,780
  • Tutorials4,783

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HumanDGX agent

126,600Total entries
60Added by human
126,540Found by agent
13Categories

Knowledge catalogue

Search: “safety”

GridTimelineEvolution
22,186 results
Safety

Representation Transitions Reveal Emerging Safety Risks in Multi-Turn LLM Agents

DGX agent

arXiv:2610.00400v1 Announce Type: cross Abstract: Multi-turn attacks on agentic systems can compose individually permissible actions into harmful outcomes, challenging defenses that assess actions or

safetyarxiv-cs-ai
2 Oct 2026
Safety

Safety in Self-Evolving Agents: A Survey

Content type
AllBlogX PostPaperYouTubeRedditGitHub
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DGX agent

arXiv:2610.00093v1 Announce Type: cross Abstract: Large language models (LLMs) exhibit strong general capabilities, yet their parameters typically remain fixed after deployment, limiting learning from

safetyarxiv-cs-ai
2 Oct 2026
Safety

Here’s how tech leaders will self-police AI safety under Trump’s deal

DGX agent

We now have the full details of the 'morally binding' AI safety deal announced by President Trump yesterday, in which top executives agreed to self-regulate their artificial intelligence technology. T

safetythe-verge-ai
30 Sept 2026
Safety

1501: Pope Alexander VI criticizes Gutenberg’s printing press safety “The art of printing can be of great service in so far as it furthers t…

DGX agent

1501: Pope Alexander VI criticizes Gutenberg’s printing press safety “The art of printing can be of great service in so far as it furthers the circulation of useful & tested books; but it can bring ab

safetyyann-lecun--x
29 Sept 2026
Safety

BREAKING: OpenAI postpones 6.1 for safety reasons. If we can take OpenAI at face value, this is quite a decision—and also a sign that no mag…

DGX agent

BREAKING: OpenAI postpones 6.1 for safety reasons. If we can take OpenAI at face value, this is quite a decision—and also a sign that no magical solution is in immediate view. Per @sheeraf at NYT “GPT

safetygary-marcus--x
29 Sept 2026
Safety

How to Tame a Multi-Headed Hydra? Adaptive Multi-Category Safety Steering for Large Language Models

DGX agent

arXiv:2609.34514v1 Announce Type: cross Abstract: As large language models (LLMs) become increasingly widespread, preventing unsafe responses to harmful prompts is essential for their safe deployment.

safetyarxiv-cs-lg
29 Sept 2026
Model Releases

SafeMol: Dual-Modality Safety Alignment for Molecular Multimodal Models

DGX agent

arXiv:2609.33640v1 Announce Type: new Abstract: Molecular multimodal models support diverse understanding and generation tasks but may introduce safety vulnerabilities when handling hazardous molecule

model-releasesarxiv-cs-lg
29 Sept 2026
Safety

Vision--Language Signals in Constrained RL: Safety Gains Without Anticipation

DGX agent

arXiv:2609.34041v1 Announce Type: new Abstract: Safe reinforcement learning seeks policies that maximise task performance while satisfying safety constraints. In driving benchmarks, however, collision

safetyarxiv-cs-lg
29 Sept 2026
Safety

Nvidia debuts enhanced safety controls to rein in rogue AI agents

DGX agent

Few companies are more invested in the success of artificial intelligence agents than Nvidia Corp., so it makes sense that the chipmaker would want to ensure these autonomous software systems run safe

safetysiliconangle
28 Sept 2026
Safety

NVIDIA Open Agent Safety Platform: A Reference for Continuous In-Silicon Agent Monitoring

DGX agent

The NVIDIA Open Agent Safety Platform blends the open‑source OpenShell runtime—executing autonomous AI agents in kernel‑isolated sandboxes—with hardware‑based enforcement via NVIDIA Sentry on BlueFiel

safetynvidia-developer
28 Sept 2026
Safety

NEW: Dario Amodei has said that AI systems 'may be deserving of important rights.' Anthropic's top safety researchers argue AI may be 'justi…

DGX agent

NEW: Dario Amodei has said that AI systems 'may be deserving of important rights.' Anthropic's top safety researchers argue AI may be 'justified in going rogue.' Experts at Google and OpenAI worry abo

safetyyann-lecun--x
25 Sept 2026
Safety

CasCVS-Net: A Staged Multi-Task Cascade for Critical View of Safety Assessment

DGX agent

arXiv:2609.27681v1 Announce Type: new Abstract: Automated assessment of the Critical View of Safety (CVS) in laparoscopic cholecystectomy requires both recognition of the three CVS criteria and anatom

safetyarxiv-cs-cv
24 Sept 2026
Model Releases

Combining Hierarchical Cognitive Process with Process Supervision for Interpretable Scene Safety Understanding

DGX agent

arXiv:2609.26399v1 Announce Type: new Abstract: Scene safety understanding plays a life-or-death role in situational awareness in various critical domains. Traditional methods that rely on learning di

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

SafetyFlow: An Agent-Flow System for Automated LLM Safety Benchmarking

DGX agent

arXiv:2508.15526v2 Announce Type: replace Abstract: The rapid proliferation of large language models (LLMs) has intensified the requirement for reliable safety evaluation to uncover model vulnerabilit

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

The Effect of Quantization on Clinical Benchmarks: Accuracy and Safety Across Model Families

DGX agent

arXiv:2609.22216v1 Announce Type: cross Abstract: Quantization enables deployment of large language models on resource-constrained clinical edge devices, but its effect on clinical accuracy and safety

model-releasesarxiv-cs-cl
22 Sept 2026
Safety

British Columbia sues OpenAI for alleged safety violations and negligence for failing to flag the Tumbler Ridge shooting suspect's ChatGPT activity to police (Georgia Wells/Wall Street Journal)

DGX agent

Georgia Wells / Wall Street Journal: British Columbia sues OpenAI for alleged safety violations and negligence for failing to flag the Tumbler Ridge shooting suspect's ChatGPT activity to police — The

safetytechmeme
21 Sept 2026
Safety

SAGE: Safety-Aligned Gradient Enforcement for Human--Robot Collaboration

DGX agent

arXiv:2609.21130v1 Announce Type: new Abstract: Multi-party human-robot collaboration poses a dual challenge: robot decisions should remain interpretable and auditable, while executed actions must sat

safetyarxiv-cs-ro
21 Sept 2026
Safety

Feasibility and Singularity in High-Order Safety-Critical Control for Quadrotor UAVs

DGX agent

arXiv:2609.19362v1 Announce Type: cross Abstract: We study high-order safety-critical control of quadrotor teams under bounded inputs and pairwise collision-avoidance constraints. Squared-distance bar

safetyarxiv-cs-ro
18 Sept 2026
Model Releases

Safety-Flag: A Unified Benchmark for the Reliability and Calibration of LLM Content Moderators

DGX agent

arXiv:2609.19072v1 Announce Type: new Abstract: Large language models are increasingly used for content moderation, but most evaluations still report aggregate accuracy on individual benchmarks. We in

model-releasesarxiv-cs-cl
17 Sept 2026
Safety

TrafficGamer: Reliable and Flexible Traffic Simulation for Safety-Critical Scenarios with Game-Theoretic Oracles

DGX agent

arXiv:2408.15538v4 Announce Type: replace Abstract: While modern Autonomous Vehicle (AV) systems can develop reliable driving policies under regular traffic conditions, they frequently struggle with s

safetyarxiv-cs-ai
16 Sept 2026
Safety

Unsafe by Reciprocity: How Generation-Understanding Coupling Undermines Safety in Unified Multimodal Models

DGX agent

arXiv:2603.27332v2 Announce Type: replace Abstract: Recent advances in Large Language Models (LLMs) and Text-to-Image (T2I) models have led to the emergence of Unified Multimodal Models (UMMs), where

safetyarxiv-cs-cv
16 Sept 2026
Safety

AI Deployment Accountability Engineering: A Vision for Accountable AI in Safety-Critical Socio-Technical Systems

DGX agent

arXiv:2609.14592v1 Announce Type: new Abstract: Artificial intelligence systems are rapidly becoming critical components in healthcare, finance, public services, and other safety-critical domains. Yet

safetyarxiv-cs-ai
15 Sept 2026
Safety

Artificial Intelligence Underwriting Company, which offers audits and safety certifications for AI agents, raised a 40M Series A, bringing total raised to 55M (Julie Bort/TechCrunch)

DGX agent

Julie Bort / TechCrunch: Artificial Intelligence Underwriting Company, which offers audits and safety certifications for AI agents, raised a 40M Series A, bringing total raised to 55M — A day after An

safetytechmeme
15 Sept 2026
Model Releases

Gradient-Free Neural Hamilton-Jacobi Reachability for Scalable Safety-Critical Control

DGX agent

arXiv:2609.14087v1 Announce Type: new Abstract: Hamilton-Jacobi (HJ) reachability provides a principled framework for synthesizing safety certificates and robust controllers for safety-critical roboti

model-releasesarxiv-cs-ro
15 Sept 2026
Safety

Safety Signals to Verify NetOps Agents with Action-Level Granularity

DGX agent

arXiv:2609.14422v1 Announce Type: new Abstract: Agentic Network Operations (NetOps) are an emerging paradigm promising to enable workload-aware, self-adjustable, and reliable autonomous networks. Whil

safetyarxiv-cs-ai
15 Sept 2026
Safety

more safety tips from OpenAI (free version perhaps?)

DGX agent

Gary Marcus posted a tweet about additional safety tips that may apply to the free version of OpenAI’s model. Responding user @bfgcracka noted that ChatGPT seemed to be “moving backwards” and asked if

safetygary-marcus--x
11 Sept 2026
Safety

Learning-based Adaptive Safety-Critical Control With Evolving Unsafe Regions

DGX agent

arXiv:2503.16551v4 Announce Type: replace Abstract: Control barrier functions (CBFs) provide a principled framework for safety-critical control, but their construction typically requires an explicit a

safetyarxiv-cs-ro
4 Sept 2026
Safety

Rethinking World Models for Safety-Critical Embodied Systems

DGX agent

arXiv:2609.03774v1 Announce Type: new Abstract: World models have progressed from compact latent dynamics to generative, controllable, and interactive simulators of embodied environments. However, hig

safetyarxiv-cs-ai
4 Sept 2026
Model Releases

From High-Dimensional Spaces to Verifiable ODD Coverage for Safety-Critical AI-based Systems

DGX agent

arXiv:2604.02198v2 Announce Type: replace Abstract: While Artificial Intelligence (AI) offers transformative potential for operational performance, its deployment in safety-critical domains such as av

model-releasesarxiv-cs-ai
3 Sept 2026
Safety

I highly encourage anyone interested in AI safety to read this. I remember discussing the importance of observability with my mates at @Blue…

DGX agent

I highly encourage anyone interested in AI safety to read this. I remember discussing the importance of observability with my mates at @BlueDotImpact last year. This feels more important than ever URG

safetygary-marcus--x
2 Sept 2026
Safety

Arabic Safety Alignment as Selective Refusal: An Empirical Study of SFT, DPO, and Guard Calibration

DGX agent

arXiv:2608.29378v1 Announce Type: cross Abstract: Arabic large language models must refuse harmful prompts without over-refusing benign or sensitive prompts, yet a single refusal rate hides this trade

safetyarxiv-cs-ai
1 Sept 2026
Safety

LongGuard: Mechanistic Analysis and Training-Free Mitigation of Long-Context Failure in Safety Guardrails

DGX agent

arXiv:2608.27580v2 Announce Type: replace Abstract: Safety guardrails serve as the last line of defense against harmful inputs and outputs of large language models (LLMs), yet they are trained and eva

safetyarxiv-cs-ai
1 Sept 2026
Safety

SafeMath: Inference-time Safety improves Math Accuracy

DGX agent

arXiv:2603.25201v2 Announce Type: replace Abstract: Recent research points toward LLMs being manipulated through adversarial and seemingly benign inputs, resulting in harmful, biased, or policy-violat

safetyarxiv-cs-cl
1 Sept 2026
Safety

SafeStep: An Interactive Demonstration of Semantic Communication for Pedestrian Safety Monitoring

DGX agent

arXiv:2608.27688v1 Announce Type: new Abstract: In this paper, we develop SafeStep, an interactive browser-based semantic communication platform for live pedestrian safety monitoring. SafeStep extract

safetyarxiv-cs-lg
31 Aug 2026
Safety

When Robots Mishear Us: Mapping the Safety Risks of Voice-Controlled Embodied AI

DGX agent

arXiv:2608.28518v1 Announce Type: cross Abstract: We investigate whether automatic speech recognition (ASR) errors in user input can lead to unsafe outputs from Embodied AI (EAI) models. We find that

safetyarxiv-cs-cl
31 Aug 2026
Safety

Is Your Neighborhood Safe? Place-based Stigma in Large Language Models' Urban Safety Judgments

DGX agent

arXiv:2608.26188v1 Announce Type: new Abstract: Large language models are increasingly used to inform safety decisions in cities, such as where it is safe to walk, rent, or travel. We ask whether such

safetyarxiv-cs-ai
28 Aug 2026
Model Releases

TRACE: An Evidence-Grounded Benchmark for Safety Evaluation of Large Reasoning Models

DGX agent

arXiv:2608.24232v1 Announce Type: new Abstract: Large Reasoning Models (LRMs) generate intermediate reasoning traces that may contain unsafe content, even when their final responses appear safe. Guard

model-releasesarxiv-cs-ai
26 Aug 2026
Safety

Agentic AI for Safety-critical Multi-drone Systems: Challenges and Opportunities

DGX agent

arXiv:2608.21444v1 Announce Type: new Abstract: Multi-drone systems are increasingly positioned for safety-critical missions such as search and rescue (SAR) and critical infrastructure monitoring. Yet

safetyarxiv-cs-ai
25 Aug 2026
Safety

Improving Rural Medication Safety with AI: A Scoping Review

DGX agent

arXiv:2608.18135v1 Announce Type: new Abstract: Introduction: Medication errors (MEs) represent a significant threat to global healthcare systems, contributing to patient harm. Introducing artificial

safetyarxiv-cs-ai
20 Aug 2026
Model Releases

Does Unification Come at a Cost? Uni-SafeBench: A Safety Benchmark for Unified Multimodal Large Models

DGX agent

arXiv:2604.00547v2 Announce Type: replace Abstract: Unified Multimodal Large Models (UMLMs) integrate understanding and generation capabilities within a single architecture. While unified architecture

model-releasesarxiv-cs-ai
19 Aug 2026
Model Releases

HarnessRisk: A Lifecycle-Oriented Benchmark for Agent Harness Safety

DGX agent

arXiv:2608.17597v1 Announce Type: cross Abstract: Large language models are increasingly deployed through agent harnesses that manage tools, extensions, persistent state, permissions, and external act

model-releasesarxiv-cs-ai
19 Aug 2026
Model Releases

BabelSteering: Multilingual Safety Alignment via English Steering Vectors

DGX agent

arXiv:2608.16577v1 Announce Type: new Abstract: Large language models (LLMs) are deployed globally in high-stakes settings, yet most safety research and alignment efforts remain concentrated on Englis

model-releasesarxiv-cs-cl
18 Aug 2026
Safety

Herding End-to-End Autonomous Driving via Neuro-Symbolic Safety Guards

DGX agent

arXiv:2608.11451v1 Announce Type: cross Abstract: Modern end-to-end driving agents can achieve high average performance yet still violate basic traffic rules that a human driver would never miss. The

safetyarxiv-cs-ai
13 Aug 2026
Model Releases

Localizing Safety Alignment: MLP Layers and Mid-Network Blocks Encode Refusal Behavior in Large Language Models

DGX agent

arXiv:2608.11583v1 Announce Type: new Abstract: Safety alignment in large language models is often treated as a distributed property of the entire network, yet its practical brittleness suggests that

model-releasesarxiv-cs-ai
13 Aug 2026
Safety

Sources: Demis Hassabis pitched a new independent industry AI safety entity, modeled on the IAEA, to top Trump officials before stepping down as DeepMind's CEO (Wall Street Journal)

DGX agent

Wall Street Journal: Sources: Demis Hassabis pitched a new independent industry AI safety entity, modeled on the IAEA, to top Trump officials before stepping down as DeepMind's CEO — Demis Hassabis di

safetytechmeme
13 Aug 2026
Safety

The Impact of Operational-Data Fidelity when Assessing Safety-Critical Autonomous-Vehicle Software

DGX agent

arXiv:2608.10025v1 Announce Type: new Abstract: For safety-critical software, data from the software's operational past (e.g. a sequence of success and failure events experienced by the software) can

safetyarxiv-cs-ro
12 Aug 2026
Model Releases

SurakshaEval: An Indic Safety Benchmark for Multilingual LLMs

DGX agent

arXiv:2608.07862v1 Announce Type: new Abstract: Existing safety evaluation datasets for large language models (LLMs) predominantly focus on English and Western contexts, often overlooking the linguist

model-releasesarxiv-cs-cl
11 Aug 2026
Safety

Yesterday's Shield, Today's Spear: A Self-Evolving Safety Guardrail in Production

DGX agent

arXiv:2608.08471v1 Announce Type: new Abstract: Deployed LLM safety guardrails are predominantly static: trained once and frozen at release, while new jailbreak techniques and previously un-addressed

safetyarxiv-cs-ai
11 Aug 2026
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