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upvoted 8 papers 1 day ago

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

Paper • 2608.11878 • Published 9 days ago • 10

Motif 3: Technical Report

Paper • 2608.09119 • Published 11 days ago • 46

Intern-S2-Preview: Scientific Agentic Foundation Model

Paper • 2608.13505 • Published 8 days ago • 66

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

Paper • 2608.03573 • Published 15 days ago • 55

On-Policy Self-Distillation without Any Supervision

Paper • 2608.06296 • Published 12 days ago • 214

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

Paper • 2608.09802 • Published 11 days ago • 130

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 7 days ago • 274

HarnessEval-W: Agentifying the Evaluation of Visual Worlds

Paper • 2608.16859 • Published 4 days ago • 119

upvoted a paper 13 days ago

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

Paper • 2608.06197 • Published 15 days ago • 44

upvoted 2 papers 23 days ago

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

Paper • 2607.23588 • Published 26 days ago • 125

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published 25 days ago • 497

upvoted a paper about 2 months ago

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 159

upvoted a paper 2 months ago

Toward Generalist Autonomous Research via Hypothesis-Tree Refinement

Paper • 2606.11926 • Published Jun 10 • 130

upvoted 5 papers 3 months ago

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

upvoted a collection 4 months ago

Klear-AgentForge

Collection

Effective supervised fine-tuning (SFT) with synthetic data followed by multi-turn reinforcement learning (RL) for boosting agentic models. • 3 items • Updated Nov 13, 2025 • 4

upvoted a paper 4 months ago

ClawEnvKit: Automatic Environment Generation for Claw-Like Agents

Paper • 2604.18543 • Published Apr 20 • 30