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cs.AI2026
Reasoning over Precedents Alongside Statutes: Case-Augmented Deliberative Alignment for LLM Safety
Can Jin, Rui Wu, Tong Che +10
Ensuring that Large Language Models (LLMs) adhere to safety principles without refusing benign requests remains a significant challenge. While OpenAI introduces deliberative alignm…
cs.AI2025
Two Heads are Better Than One: Test-time Scaling of Multi-agent Collaborative Reasoning
Can Jin, Hongwu Peng, Qixin Zhang +3
Test-Time Scaling has emerged as a powerful method to extend the reasoning capabilities of Large Language Models. However, single-agent TTS faces significant scalability bottleneck…