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  • All entries123,252
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Search: “safety”

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21,508 results
14 Apr 2026

Risk Awareness Injection: Calibrating Vision-Language Models for Safety without Compromising Utility

SafetyDGX agent

arXiv:2602.03402v3 Announce Type: replace Abstract: Vision language models (VLMs) extend the reasoning capabilities of large language models (LLMs) to cross-modal settings, yet remain highly vulnerabl

Safety Guarantees in Zero-Shot Reinforcement Learning for Cascade Dynamical Systems

SafetyDGX agent

arXiv:2604.10429v1 Announce Type: new Abstract: This paper considers the problem of zero-shot safety guarantees for cascade dynamical systems. These are systems where a subset of the states (the inner

13 Apr 2026

Precise Shield: Explaining and Aligning VLLM Safety via Neuron-Level Guidance

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DGX agent

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DGX agent

arXiv:2604.08881v1 Announce Type: new Abstract: In real-world deployments, Vision-Language Large Models (VLLMs) face critical challenges from multilingual and multimodal composite attacks: harmful ima

8 Apr 2026

Introducing the Child Safety Blueprint

SafetyDGX agent

OpenAI's Child Safety Blueprint, released in April 2026, is a policy framework aimed at combating the rise of AI-enabled child sexual exploitation by combining legal, operational, and technical app...

9 Oct 2026

BridgeGuard: Explicit Safety Drift for Diffusion-based Autonomous Driving

SafetyDGX agent

arXiv:2610.11483v1 Announce Type: new Abstract: Diffusion-based driving planners capture diverse behaviors but can generate unsafe trajectories under distribution shift. We propose BridgeGuard, a safe

Sources detail Mark Zuckerberg's decision to launch Muse despite safety concerns, after seeing that AI startup Instinct's similar agent product gained traction (Eli Tan/New York Times)

SafetyDGX agent

Eli Tan / New York Times: Sources detail Mark Zuckerberg's decision to launch Muse despite safety concerns, after seeing that AI startup Instinct's similar agent product gained traction — Meta had del

8 Oct 2026

RT-Safe: Benchmarking Agent Safety in Real-Time Embodied Environment

Model ReleasesDGX agent

arXiv:2610.09294v1 Announce Type: cross Abstract: Rapid progress in AI agents has brought growing attention to agent safety, with extensive evaluation focused on digital environments. As agents move i

7 Oct 2026

Does On-Policy Distillation for Safety Pose Backdoor Risks?

SafetyDGX agent

arXiv:2610.07654v1 Announce Type: cross Abstract: On-policy distillation (OPD) has attracted growing attention as an effective way to transfer capabilities from teacher models to student models. Recen

Dual-Modality Multi-Stage Adversarial Safety Training: Robustifying Multimodal Web Agents Against Cross-Modal Attacks

SafetyDGX agent

arXiv:2603.04364v2 Announce Type: replace-cross Abstract: Multimodal web agents that process both screenshots and accessibility trees are increasingly deployed to interact with web interfaces, yet the

6 Oct 2026

At an Australian hearing, OpenAI Chief Strategy Officer Jason Kwon pledged faster safety incident disclosures; Anthropic representatives made similar pledges (ABC)

SafetyDGX agent

ABC: At an Australian hearing, OpenAI Chief Strategy Officer Jason Kwon pledged faster safety incident disclosures; Anthropic representatives made similar pledges — By national AI reporter Cam Wilson

Dependable AI-Assisted Engineering: A Formal Framework for AI Participation and Assurance in Safety-Critical Workflows

SafetyDGX agent

arXiv:2610.04084v1 Announce Type: new Abstract: Generative AI can produce engineering artefacts, but generation alone does not determine whether or how those artefacts should enter safety-critical wor

Inspect Robots: Evaluating the Capabilities and Safety of Embodied AI

SafetyDGX agent

arXiv:2610.06306v1 Announce Type: new Abstract: General purpose language models are increasingly able to control robotic hardware. Understanding the capabilities and safety of these models when embodi

Routing-Aware Safety Alignment for Mixture-of-Experts Models

Model ReleasesDGX agent

arXiv:2602.04448v3 Announce Type: replace Abstract: Mixture-of-Experts (MoE) language models introduce unique challenges for safety alignment due to their sparse routing mechanisms, which can enable d

5 Oct 2026

Q&A with AI researchers Jacob Coxon, Daniel Kokotajlo, Alex Turner, and others on leaving AI labs, AGI's dangers, planned IPOs, AI safety, oversight, and more (New York Magazine)

SafetyDGX agent

New York Magazine: Q&A with AI researchers Jacob Coxon, Daniel Kokotajlo, Alex Turner, and others on leaving AI labs, AGI's dangers, planned IPOs, AI safety, oversight, and more — Exit interviews with

2 Oct 2026

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

SafetyDGX 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

Safety in Self-Evolving Agents: A Survey

SafetyDGX 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

30 Sept 2026

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

SafetyDGX 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

29 Sept 2026

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…

SafetyDGX 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

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…

SafetyDGX 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

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

SafetyDGX 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.

SafeMol: Dual-Modality Safety Alignment for Molecular Multimodal Models

Model ReleasesDGX 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

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

SafetyDGX 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

28 Sept 2026

Nvidia debuts enhanced safety controls to rein in rogue AI agents

SafetyDGX 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

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

SafetyDGX 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

25 Sept 2026

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

SafetyDGX 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

24 Sept 2026

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

SafetyDGX 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

23 Sept 2026

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

Model ReleasesDGX 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

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

Model ReleasesDGX 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

22 Sept 2026

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

Model ReleasesDGX 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

21 Sept 2026

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)

SafetyDGX 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

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

SafetyDGX 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

18 Sept 2026

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

SafetyDGX 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

17 Sept 2026

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

Model ReleasesDGX 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

16 Sept 2026

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

SafetyDGX 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

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

SafetyDGX 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

15 Sept 2026

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

SafetyDGX 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

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)

SafetyDGX 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

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

Model ReleasesDGX 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

Safety Signals to Verify NetOps Agents with Action-Level Granularity

SafetyDGX 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

11 Sept 2026

more safety tips from OpenAI (free version perhaps?)

SafetyDGX 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

4 Sept 2026

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

SafetyDGX 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

Rethinking World Models for Safety-Critical Embodied Systems

SafetyDGX 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

3 Sept 2026

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

Model ReleasesDGX 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

2 Sept 2026

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

SafetyDGX 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

1 Sept 2026

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

SafetyDGX 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

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

SafetyDGX 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

SafeMath: Inference-time Safety improves Math Accuracy

SafetyDGX 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

31 Aug 2026

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

SafetyDGX 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

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

SafetyDGX 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

28 Aug 2026

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

SafetyDGX 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

26 Aug 2026

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

Model ReleasesDGX 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

25 Aug 2026

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

SafetyDGX 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

20 Aug 2026

Improving Rural Medication Safety with AI: A Scoping Review

SafetyDGX 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

19 Aug 2026

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

Model ReleasesDGX 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

HarnessRisk: A Lifecycle-Oriented Benchmark for Agent Harness Safety

Model ReleasesDGX 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

18 Aug 2026

BabelSteering: Multilingual Safety Alignment via English Steering Vectors

Model ReleasesDGX 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

13 Aug 2026

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

SafetyDGX 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

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

Model ReleasesDGX 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

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)

SafetyDGX 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

12 Aug 2026

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

SafetyDGX 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

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