Co-Evolution in Agentic Systems: Toward Self-Directed Evolution Beyond Human Design Paper • 2608.10299 • Published 8 days ago • 130
VectraYX-Vision-1B: A Sub-2B Spanish/LATAM Cybersecurity Vision-Language Model with Structured Visual Reasoning and Native Tool Use Paper • 2608.08477 • Published 9 days ago • 7
DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments? Paper • 2608.10366 • Published 7 days ago • 10
SkillZip: Evaluation-Free Skill Compression for Self-Evolving Agents by Discovering Reusable Structure Paper • 2608.11079 • Published 7 days ago • 16
WeClawArena: An Auditable Sandbox and Benchmark for Cross-User Agents Collaboration and Security in Human-Centered Agent Networks Paper • 2608.03499 • Published 14 days ago • 8
Adversarial Attacks for Good: A Survey of Proactive Protection across the Visual Content Lifecycle Paper • 2608.04314 • Published 13 days ago • 5
EnvACE: Internalizing Environment Dynamics via World Rehearsal for Agentic Reinforcement Learning Paper • 2608.06197 • Published 12 days ago • 44
ToolArtist: Tool-Using Unified Multimodal Models for Agentic Image Generation Paper • 2608.04436 • Published 13 days ago • 59
AURORA-LM: Autoencoding Unified Representation for Continuous-Latent Diffusion Language Modeling Paper • 2608.02602 • Published 15 days ago • 79
SpatialCLI: Learning to Reason With Spatial Tools, Then Without Them Paper • 2607.27703 • Published 19 days ago • 25
Beacon: Knowing When and How to Perform Agentic Visual Reasoning Paper • 2607.28595 • Published 19 days ago • 55
UniWorld-Design: From Pixel Generation to Layer-Native Design Paper • 2608.03971 • Published 13 days ago • 21
MerchantBench: Benchmarking LLM Agents for Long-Term Coherence in E-Commerce Operations Paper • 2607.28956 • Published 18 days ago • 96
LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks Paper • 2608.01964 • Published 15 days ago • 175
GradCuit: Credit-Assigned Gradient Flow Enables Robust and Interpretable Test-Time Latent Reasoning Paper • 2608.02585 • Published 15 days ago • 24