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cs.AI2026
Generalization in LLM Problem Solving: The Case of the Shortest Path
Yao Tong, Jiayuan Ye, Anastasia Borovykh +1
Whether language models can systematically generalize remains actively debated. Yet empirical performance is jointly shaped by multiple factors such as training data, training para…
cs.AI2025
Contextual Integrity in LLMs via Reasoning and Reinforcement Learning
Guangchen Lan, Huseyin A. Inan, Sahar Abdelnabi +5
As the era of autonomous agents making decisions on behalf of users unfolds, ensuring contextual integrity (CI) -- what is the appropriate information to share while carrying out a…