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cs.AI2026
CART: Closed-Loop Adaptive Red Teaming for Large Language Models
Dongdong Zhang, Tengchao Lv, Yilin Jia +9
Automated red teaming often replays a fixed set of prompts, which measures known risks but cannot learn from failures found during testing. We present CART (Closed-Loop Adaptive Re…
cs.AI2026
Mind the Gap: Can Frontier LLMs Pass a Standardized Office Proficiency Exam?
Tengchao Lv, Dongdong Zhang, Jiayu Ding +10
The deployment of Large Language Model (LLM) agents for computer automation is accelerating, yet their ability to navigate complex, professional-grade productivity software is larg…