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cs.AI2026
PRIME: Towards Verifiable Evidence-Grounded Reasoning in LLM Agents
Hamed Khosravi, Xiaoming Huo
LLM agents are used to check records against an organization's requirements, for example whether a vulnerability report is ready for investigation. Requirements often allow several…
cs.AI2026
Beyond "AI Helps Humans": Decision-Targeted Evaluation Design for Human-Agent Teams in the Agentic Era
Hamed Khosravi, Xiaoming Huo
Wherever a coding agent works under engineer supervision, or a clinical model assists a radiologist, the deployment question is whether to keep the human-AI workflow or replace it…