Co-RL: Unsupervised Reasoning Emerges from Diverse Cohort in Multi-agent RL Paper • 2608.17253 • Published 5 days ago • 92
SimpleOPD: Simple Tokenizer-Agnostic On-Policy Distillation for Long-Context Reasoning Paper • 2608.14277 • Published 10 days ago • 33
AI4AI at Test-Time: Strong-to-Weak Capability Transfer via Harnesses Paper • 2608.12307 • Published 12 days ago • 113
OpenART: Scaling Agent Red Teaming via Open-Ended Environment Evolution Paper • 2608.00677 • Published 23 days ago • 261
Macaron-V1: Towards Open Continual Learning with Self-Improvement and Mixture-of-LoRA Paper • 2608.09819 • Published 14 days ago • 338
BDH-CQ: In-Context Learning with Recurrent Latent Reasoning Paper • 2608.09888 • Published 14 days ago • 708
Relevant but Incomplete: Referential Dangling as a Paradigm-Level Failure Mode in Hard Prompt Compression Paper • 2608.04569 • Published 19 days ago • 13
MatrAIx: Simulating the World with 8.3 Billion Persona Agents Paper • 2608.04205 • Published 20 days ago • 48
ABSeeker: Training Long-Horizon Search Agents via Answer-Backtracked Credit Assignment Paper • 2608.05102 • Published 19 days ago • 66
LLaDA MoE v2: Scaling Mixture-of-Experts Diffusion Language Models Paper • 2608.03457 • Published 20 days ago • 33
LongHorizon-Harness: Advancing Long-Horizon Agents for Real-World Tasks Paper • 2608.01964 • Published 21 days ago • 180
AISPA: User-Centric System Prompt Auditing for Large Language Model Applications Paper • 2607.28617 • Published 25 days ago • 37
From RLVR to RLSVR: Task Transformation Induces Self-Verifiable Rewards for Open-Ended LLM Self-Improvement Paper • 2607.23802 • Published 29 days ago • 106
CLBench-V: Evaluating Multimodal Context Learning from Grounding to Knowledge Acquisition Paper • 2607.25294 • Published 27 days ago • 49
CAST: Game Solvers as Turn-Level Teachers for LLM Agents Paper • 2607.25308 • Published 27 days ago • 41
A New Role for Relevance: Guiding Corpus Interaction in Agentic Search Paper • 2607.24223 • Published 28 days ago • 97