When AI Investigators Cannot Trust Their Tools: Conflict-Aware Evidence Verification for Cyber Threat Investigationarxiv_llm_reliabilityOct 30, 2026
Clearing the FoG: Training KG Agents to Retrieve the Evidence Behind Their Answersarxiv_llm_reliabilityOct 27, 2026
HiVe-Mem: Interleaving Horizontal Memory Expansion and Vertical Evidence Composition for Multimodal Agentsarxiv_cs_clNov 9, 2026
Who Knows What - and What Does It Support? Perspective-Bounded Evidence Calibration for Multimodal Theory of Mindarxiv_cs_aiOct 27, 2026