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safety

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Safety

Poetry overheard on http://B.sky:

DGX agent

Gary Marcus shared an observation or commentary about poetry encountered on a platform or service referenced as 'B.sky' (likely Bluesky, the decentralized social network). The post appears to document

safetygary-marcus--x

21 Apr 2026

Safety

Policy Testing in Markov Decision Processes

DGX agent

arXiv:2505.15342v2 Announce Type: replace-cross Abstract: We study the policy testing problem in discounted Markov decision processes (MDPs) in the fixed-confidence setting under a generative model wi

safety

Poetry overheard on http://B.sky:

Policy Testing in Markov Decision Processes

PoliLegalLM: A Technical Report on a Large Language Model for Political and Legal Affairs

PowerCLIP: Powerset Alignment for Contrastive Pre-Training

PrinciplismQA: A Philosophy-Grounded Approach to Assessing LLM-Human Clinical Medical Ethics Alignment

Privacy Collapse: Benign Fine-Tuning Can Break Contextual Privacy in Language Models

ProtoCLIP: Prototype-Aligned Latent Refinement for Robust Zero-Shot Chest X-Ray Classification

Q-SINDy: Quantum-Kernel Sparse Identification of Nonlinear Dynamics with Provable Coefficient Debiasing

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

RAYEN: Imposition of Hard Convex Constraints on Neural Networks

Reasoning on the Manifold: Bidirectional Consistency for Self-Verification in Diffusion Language Models

ReGA: Model-Based Safeguard for LLMs via Representation-Guided Abstraction

RemoteShield: Enable Robust Multimodal Large Language Models for Earth Observation

Render-of-Thought: Rendering Textual Chain-of-Thought as Images for Visual Latent Reasoning

Rethinking Jailbreak Detection of Large Vision Language Models with Representational Contrastive Scoring

Rethinking the Comparison Unit in Sequence-Level Reinforcement Learning: An Equal-Length Paired Training Framework from Loss Correction to Sample Construction

Retrieval-Augmented Multimodal Model for Fake News Detection

Reverse Constitutional AI: A Framework for Controllable Toxic Data Generation via Probability-Clamped RLAIF

Reward Score Matching: Unifying Reward-based Fine-tuning for Flow and Diffusion Models

REZE: Representation Regularization for Domain-adaptive Text Embedding Pre-finetuning

RISC-V Functional Safety for Autonomous Automotive Systems: An Analytical Framework and Research Roadmap for ML-Assisted Certification

Robust Tool Use via Fission-GRPO: Learning to Recover from Execution Errors

S-GRPO: Unified Post-Training for Large Vision-Language Models

SafeLM: Unified Privacy-Aware Optimization for Trustworthy Federated Large Language Models

SaFeR-Steer: Evolving Multi-Turn MLLMs via Synthetic Bootstrapping and Feedback Dynamics

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

Safety, Security, and Cognitive Risks in State-Space Models: A Systematic Threat Analysis with Spectral, Stateful, and Capacity Attacks

Scalable Neighborhood-Based Multi-Agent Actor-Critic

Scalable Physics-Informed Neural Differential Equations and Data-Driven Algorithms for HVAC Systems

See Through the Noise: Improving Domain Generalization in Gaze Estimation

SemLT3D: Semantic-Guided Expert Distillation for Camera-only Long-Tailed 3D Object Detection

Sharpening Lightweight Models for Generalized Polyp Segmentation: A Boundary Guided Distillation from Foundation Models

Shepherding UAV Swarm with Action Prediction Based on Movement Constraints

Soft Label Pruning and Quantization for Large-Scale Dataset Distillation

Source-Free Domain Adaptation with Vision-Language Prior

(Sparse) Attention to the Details: Preserving Spectral Fidelity in ML-based Weather Forecasting Models

Spectral bandits for smooth graph functions

Speculative Verification: Exploiting Information Gain to Refine Speculative Decoding

SpiralThinker: Latent Reasoning through an Iterative Process with Text-Latent Interleaving

SPS: Steering Probability Squeezing for Better Exploration in Reinforcement Learning for Large Language Models

StealthGraph: Exposing Domain-Specific Risks in LLMs through Knowledge-Graph-Guided Harmful Prompt Generation

STL-Based Motion Planning and Uncertainty-Aware Risk Analysis for Human-Robot Collaboration with a Multi-Rotor Aerial Vehicle

Structure-Aware Diversity Pursuit as an AI Safety Strategy against Homogenization

Sub-metre Lunar DEM Generation and Validation from Chandrayaan-2 OHRC Multi-View Imagery Using an Open-Source Pipeline

Support Sufficiency as Consequence-Sensitive Compression in Belief Arbitration

// Survey on Multi-Agent Systems // The paper traces the landscape from classical paradigms (consensus, distributed control, swarm intellige…

SynAgent: Generalizable Cooperative Humanoid Manipulation via Solo-to-Cooperative Agent Synergy

SynopticBench: Evaluating Vision-Language Models on Generating Weather Forecast Discussions of the Future