BizBench: Unveiling Hidden Challenges in Deploying Long-Horizon Agents for Real-World Business Paper • 2610.20424 • Published 8 days ago • 493
The Past Frames the Future: Memory for Autoregressive Video Generation Paper • 2609.28466 • Published 29 days ago • 66
Grounded Skill Synthesis from Code at Scale for Agentic Intelligence Paper • 2609.05571 • Published Sep 4 • 119
On the Design of Qwen3.8-Next Architecture: Evaluation, Efficiency, and Training Stability Paper • 2608.30320 • Published Aug 31 • 62
ARC: Fair Relative Advantage Comparison in Open-Ended Real-World Interaction Paper • 2608.13622 • Published Aug 13 • 17
The Latent Space: Foundation, Evolution, Mechanism, Ability, and Outlook Paper • 2604.02029 • Published Apr 2 • 111
LongCat-Flash-Prover: Advancing Native Formal Reasoning via Agentic Tool-Integrated Reinforcement Learning Paper • 2603.21065 • Published Mar 22 • 81
TRUST-SQL: Tool-Integrated Multi-Turn Reinforcement Learning for Text-to-SQL over Unknown Schemas Paper • 2603.16448 • Published Mar 17 • 58
LLaDA-o: An Effective and Length-Adaptive Omni Diffusion Model Paper • 2603.01068 • Published Mar 1 • 22
Learning beyond Teacher: Generalized On-Policy Distillation with Reward Extrapolation Paper • 2602.12125 • Published Feb 12 • 70
AOrchestra: Automating Sub-Agent Creation for Agentic Orchestration Paper • 2602.03786 • Published Feb 3 • 90
ASTRA: Automated Synthesis of agentic Trajectories and Reinforcement Arenas Paper • 2601.21558 • Published Jan 29 • 61
Unlocking Implicit Experience: Synthesizing Tool-Use Trajectories from Text Paper • 2601.10355 • Published Jan 15 • 40
AutoEnv: Automated Environments for Measuring Cross-Environment Agent Learning Paper • 2511.19304 • Published Nov 24, 2025 • 92
ReCode: Unify Plan and Action for Universal Granularity Control Paper • 2510.23564 • Published Oct 27, 2025 • 124