Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability Paper • 2604.06628 • Published Apr 8 • 324
ATBench: A Diverse and Realistic Trajectory Benchmark for Long-Horizon Agent Safety Paper • 2604.02022 • Published Apr 2 • 15
DARE: Diffusion Large Language Models Alignment and Reinforcement Executor Paper • 2604.04215 • Published Apr 5 • 21
Frontier AI Risk Management Framework in Practice: A Risk Analysis Technical Report v1.5 Paper • 2602.14457 • Published Feb 16 • 29
AgentDoG: A Diagnostic Guardrail Framework for AI Agent Safety and Security Paper • 2601.18491 • Published Jan 26 • 125
Geometrically-Constrained Agent for Spatial Reasoning Paper • 2511.22659 • Published Nov 27, 2025 • 41
FlowRL: Matching Reward Distributions for LLM Reasoning Paper • 2509.15207 • Published Sep 18, 2025 • 118
Dr. Bench: A Multidimensional Evaluation for Deep Research Agents, from Answers to Reports Paper • 2510.02190 • Published Jan 29 • 20