EnvHarness: Awakening Static Worlds for Agent Learning Paper • 2608.19880 • Published 5 days ago • 257
SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science? Paper • 2608.19799 • Published 5 days ago • 61
ToolHazard: Scaling Adversarial Environments for Security Evaluation and Alignment of LLM-based Agents Paper • 2608.11878 • Published 13 days ago • 10
Intern-S2-Preview: Scientific Agentic Foundation Model Paper • 2608.13505 • Published 12 days ago • 69
SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs Paper • 2608.03573 • Published 19 days ago • 57
SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring Paper • 2608.09802 • Published 15 days ago • 133
Can We Defend Against AI-Generated Video Attacks on Real-World Crisis Events? A Systematic Evaluation of Detectors, Generators and Social Dissemination Paper • 2608.14391 • Published 11 days ago • 277
HarnessEval-W: Agentifying the Evaluation of Visual Worlds Paper • 2608.16859 • Published 8 days ago • 123
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published 19 days ago • 46
JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents Paper • 2607.23588 • Published 30 days ago • 125
Qwen-AgentWorld: Language World Models for General Agents Paper • 2606.24597 • Published Jun 23 • 159
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 130
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 130 • 6
Toward Generalist Autonomous Research via Hypothesis-Tree Refinement Paper • 2606.11926 • Published Jun 10 • 130
From Prompt Injection to Persistent Control: Defending Agentic Harness Against Trojan Backdoors Paper • 2605.31042 • Published May 29 • 20