Tulu3 with distraction mitigation data Collection LLM and LRM can be easily distracted by hidden instructions or irrelevant tasks. We curated SFT and DPO data that model can finetune to avoid distract • 5 items • Updated Oct 30, 2025 • 3
QUEST: Training Frontier Deep Research Agents with Fully Synthetic Tasks Paper • 2605.24218 • Published May 22 • 46
When Benign Inputs Lead to Severe Harms: Eliciting Unsafe Unintended Behaviors of Computer-Use Agents Paper • 2602.08235 • Published Feb 9 • 1
CUA-Suite: Massive Human-annotated Video Demonstrations for Computer-Use Agents Paper • 2603.24440 • Published Mar 25 • 99
LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model Paper • 2509.00676 • Published Aug 31, 2025 • 85