SOSBENCH: Benchmarking Safety Alignment on Scientific Knowledge Paper β’ 2505.21605 β’ Published May 27, 2025
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data Paper β’ 2510.09781 β’ Published Oct 10, 2025 β’ 27
PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory Paper β’ 2512.06688 β’ Published Dec 7, 2025 β’ 2
Emergent Social Intelligence Risks in Generative Multi-Agent Systems Paper β’ 2603.27771 β’ Published Mar 29 β’ 52
Visual Aesthetic Benchmark: Can Frontier Models Judge Beauty? Paper β’ 2605.12684 β’ Published May 12 β’ 11
AutoLab: Can Frontier Models Solve Long-Horizon Auto Research and Engineering Tasks? Paper β’ 2606.05080 β’ Published Jun 3 β’ 31
Steering Multimodal Large Language Models Decoding for Context-Aware Safety Paper β’ 2509.19212 β’ Published Sep 23, 2025
TOUCAN: Synthesizing 1.5M Tool-Agentic Data from Real-World MCP Environments Paper β’ 2510.01179 β’ Published Oct 1, 2025 β’ 29
VisualSphinx: Large-Scale Synthetic Vision Logic Puzzles for RL Paper β’ 2505.23977 β’ Published May 29, 2025 β’ 10
TinyV: Reducing False Negatives in Verification Improves RL for LLM Reasoning Paper β’ 2505.14625 β’ Published May 20, 2025 β’ 13
CrossWordBench: Evaluating the Reasoning Capabilities of LLMs and LVLMs with Controllable Puzzle Generation Paper β’ 2504.00043 β’ Published Mar 30, 2025 β’ 10
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities Paper β’ 2502.12025 β’ Published Feb 17, 2025 β’ 3
SafeChain: Safety of Language Models with Long Chain-of-Thought Reasoning Capabilities Paper β’ 2502.12025 β’ Published Feb 17, 2025 β’ 3
KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding Paper β’ 2503.02951 β’ Published Mar 4, 2025 β’ 34
Small Models Struggle to Learn from Strong Reasoners Paper β’ 2502.12143 β’ Published Feb 17, 2025 β’ 40
Small Models Struggle to Learn from Strong Reasoners Paper β’ 2502.12143 β’ Published Feb 17, 2025 β’ 40
Small Models Struggle to Learn from Strong Reasoners Paper β’ 2502.12143 β’ Published Feb 17, 2025 β’ 40
ZebraLogic: On the Scaling Limits of LLMs for Logical Reasoning Paper β’ 2502.01100 β’ Published Feb 3, 2025 β’ 21