Search Beyond What Can Be Taught: Evolving the Knowledge Boundary in Agentic Visual Generation Paper • 2607.05382 • Published 10 days ago • 83
SynthDocBench: Controlled Benchmark for Long-Context Visual Document Understanding Paper • 2607.10400 • Published 8 days ago • 69
Unified Audio Intelligence Without Regressing on Text Intelligence Paper • 2607.05196 • Published 13 days ago • 21
Weak-to-Strong Generalization via Direct On-Policy Distillation Paper • 2607.05394 • Published 11 days ago • 128
gliner2 family Collection GLiNER2 extends the original GLiNER architecture to support multi-task information extraction with a schema-driven interface. • 9 items • Updated 5 days ago • 56
view article Article Keep the Tokens Flowing: Lessons from 16 Open-Source RL Libraries +7 aminediroHF, qgallouedec, kashif, lewtun, edbeeching, albertvillanova, nouamanetazi, lvwerra, sergiopaniego • Mar 10 • 173
view article Article After the party comes the free lunch: regularizing ColBERT models to enhance pooling capabilities and reduce index footprint lightonai • 12 days ago • 13
RuleChef: Grounding LLM Task Knowledge in Human-Editable Rules Paper • 2607.01293 • Published 18 days ago • 3
view article Article Native-speed vLLM transformers modeling backend hmellor, lysandre • 11 days ago • 54
AI2 Safety Toolkit Collection Safety data, moderation tools and safe LLMs. • 6 items • Updated Dec 23, 2025 • 11
WildGuard: Open One-Stop Moderation Tools for Safety Risks, Jailbreaks, and Refusals of LLMs Paper • 2406.18495 • Published Jun 26, 2024 • 15
Logit-Contribution Scoring Identifies Non-Literal Retrieval Heads Paper • 2607.01002 • Published 18 days ago • 19
Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning Paper • 2606.31825 • Published 19 days ago • 29
SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use Paper • 2607.01874 • Published 17 days ago • 22
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory Paper • 2607.02517 • Published 17 days ago • 33
AgenticDataBench: A Comprehensive Benchmark for Data Agents Paper • 2607.01647 • Published 17 days ago • 37
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments Paper • 2607.02440 • Published 17 days ago • 51