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upvoted a paper 3 days ago

EnvHarness: Awakening Static Worlds for Agent Learning

Paper • 2608.19880 • Published 6 days ago • 260

upvoted a paper 4 days ago

SWE-bench Science: Can Coding Agents Resolve Engineering Tasks in Science?

Paper • 2608.19799 • Published 6 days ago • 62

upvoted 8 papers 6 days ago

ToolHazard: Scaling Adversarial Environments for Security Evaluation and Alignment of LLM-based Agents

Paper • 2608.11878 • Published 14 days ago • 10

Motif 3: Technical Report

Paper • 2608.09119 • Published 16 days ago • 46

Intern-S2-Preview: Scientific Agentic Foundation Model

Paper • 2608.13505 • Published 13 days ago • 70

SFT Conflicts, RL Coexists: A Theoretical and Empirical Analysis of Multi-Task Learning for LLMs

Paper • 2608.03573 • Published 20 days ago • 57

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published 17 days ago • 217

SWE-Bench ProMax: Benchmarking Agents on Large-Scale Multilingual Code Refactoring

Paper • 2608.09802 • Published 16 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 12 days ago • 277

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published 9 days ago • 123

upvoted a paper 18 days ago

EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning

Paper • 2608.06197 • Published 20 days ago • 46

upvoted 2 papers 28 days ago

JarvisHub: An Open Harness for Canvas-Native Multimodal Creative Agents

Paper • 2607.23588 • Published about 1 month ago • 125

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published 30 days ago • 505

upvoted a paper 2 months ago

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 159

upvoted 6 papers 3 months ago

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

Qwen-VLA: Unifying Vision-Language-Action Modeling across Tasks, Environments, and Robot Embodiments

Paper • 2605.30280 • Published May 28 • 146

Towards Verifiable Multimodal Deep Research: A Multi-Agent Harness for Interleaved Report Generation

Paper • 2605.29861 • Published May 28 • 16

PlanningBench: Generating Scalable and Verifiable Planning Data for Evaluating and Training Large Language Models

Paper • 2605.20873 • Published May 20 • 44

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

Paper • 2605.10832 • Published May 11 • 23