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 6 days ago • 17
Breaking Failure Cascades: Step-Aware Reinforcement Learning for Medical Multimodal Reasoning Paper • 2606.31825 • Published 7 days ago • 20
SkillCoach: Self-Evolving Rubrics for Evaluating and Enhancing Agentic Skill-Use Paper • 2607.01874 • Published 5 days ago • 17
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory Paper • 2607.02517 • Published 5 days ago • 26
AgenticDataBench: A Comprehensive Benchmark for Data Agents Paper • 2607.01647 • Published 5 days ago • 30
EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments Paper • 2607.02440 • Published 5 days ago • 45
AgenticSTS: A Bounded-Memory Testbed for Long-Horizon LLM Agents Paper • 2607.02255 • Published 5 days ago • 53
Program-as-Weights: A Programming Paradigm for Fuzzy Functions Paper • 2607.02512 • Published 5 days ago • 94
Seed2.0 Model Card: Towards Intelligence Frontier for Real-World Complexity Paper • 2607.00248 • Published 7 days ago • 27
CausalMix: Data Mixture as Causal Inference for Language Model Training Paper • 2607.01104 • Published 6 days ago • 18
ELDR: Expert-Locality-Aware Decode Routing for PD-Disaggregated MoE Serving Paper • 2607.00466 • Published 6 days ago • 26
MemSyco-Bench: Benchmarking Sycophancy in Agent Memory Paper • 2607.01071 • Published 6 days ago • 25
Dockerless: Environment-Free Program Verifier for Coding Agents Paper • 2606.28436 • Published 11 days ago • 106
LISA: Likelihood Score Alignment for Visual-condition Controllable Generation Paper • 2606.27192 • Published 12 days ago • 13
Running the Gauntlet: Re-evaluating the Capabilities of Agents Beyond Familiar Environments Paper • 2606.14397 • Published 12 days ago • 18
Why Multi-Step Tool-Use Reinforcement Learning Collapses and How Supervisory Signals Fix It Paper • 2606.26027 • Published 13 days ago • 18