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#MOSAIC

Learning When to Act or Refuse: Guarding Agentic Reasoning Models for Safe Multi-Step Tool Use

Intermediate
Aradhye Agarwal, Gurdit Siyan et al.Mar 3arXiv

Agentic AIs don’t just chat; they plan, use tools, and take many steps, so one wrong click can cause real harm.

#MOSAIC#agentic safety#plan-check-act

MMDeepResearch-Bench: A Benchmark for Multimodal Deep Research Agents

Intermediate
Peizhou Huang, Zixuan Zhong et al.Jan 18arXiv

This paper introduces MMDeepResearch-Bench (MMDR-Bench), a new test that checks how well AI “deep research agents” write long, citation-rich reports using both text and images.

#Multimodal Deep Research#Benchmark#Citation Grounding