AI Alignment

Roadmap on Incentive Compatibility for AI Alignment and Governance in Sociotechnical Systems
The burgeoning integration of artificial intelligence (AI) into human society brings forth significant implications for societal …
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Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment
Self-play methods have demonstrated remarkable success in enhancing model capabilities across various domains. In the context of …
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Amulet: ReAlignment During Test Time for Personalized Preference Adaptation of LLMs
How to align large language models (LLMs) with user preferences from a static general dataset has been frequently studied. However, …
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