adversarial defense 1chain-of-thought reasoning 1confidence calibration 1deception 1dynamic decoys 1large language models 1LLM agents 1penetration testing 1post-training methods 1reinforcement learning 1
From the 2 of 12 linked papers with an AI index.
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cs.AI2026
REIN: Bridging the Gap between Reasoning and Reliability via Reflection and Abstention Alignment
Zhengze Huang, Luyang Yu, Di Hong +5
Large reasoning models (LRMs) are prone to hallucination, which undermines their reliability and poses challenges for safe deployment. Hallucinations in LRMs arise from two distinc…
cs.AI2026
Knowledge Fusion of Large Language Models Via Modular SkillPacks
Guodong Du, Zhuo Li, Xuanning Zhou +9
Cross-capability transfer is a key challenge in large language model (LLM) research, with applications in multi-task integration, model compression, and continual learning. Recent…