Microsoft and China AI Research Possible Reinforcement Pre-Training Breakthrough

Reinforcement Pre-Training (RPT) is a new method for training large language models (LLMs) by reframing the standard task of predicting the next token in a sequence as a reasoning problem solved using reinforcement learning (RL). Unlike traditional RL methods for LLMs that need expensive human data or limited annotated data, RPT uses verifiable rewards based …

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AI achieves silver-medal standard solving International Mathematical Olympiad Problems

Breakthrough models AlphaProof and AlphaGeometry 2 solve advanced reasoning problems in mathematics. This is a huge advance for AI to make big progress with better reasoning and better math. Artificial general intelligence (AGI) with advanced mathematical reasoning has the potential to unlock new frontiers in science and technology. We’ve made great progress building AI systems …

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