Microsoft AI Introduces Direct Nash Optimization (DNO): A Scalable Machine Learning Algorithm that Combines the Simplicity and Stability of Contrastive Learning with the Theoretical Generality of Optimizing General Preferences

The evolution of artificial intelligence through the development of Large Language Models (LLMs) has marked a significant milestone in the quest to mirror human-like abilities in generating text, reasoning, and decision-making. However, aligning these models with human ethics and values has remained complex. Traditional methods, such as Reinforcement Learning from Human Feedback (RLHF), have made […]

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