Unverified50% confidenceFactExact time
大语言模型从自回归预测转向强化学习驱动的推理增强（如Chain-of-Thought推理链、Process Reward Model过程奖励模型）
1
Sources
50%
Confidence
Long-term
Relevance
7/12/2026
First Seen
Sources
AI Crushes Humans! OpenAI Model Solves All 5 Problems in AtCoder World Tour Finals Algorithm Contest
redditr/singularity7/9/2026
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Unverified自回归多模态模型借鉴语言模型的token预测机制，在理解复杂文字指令和保持角色一致性方面更具优势81% similarUnverifiedThe reasoning paradigm is essentially the application of reinforcement learning to the post-training stage of language models, allowing the model to autonomously explore reasoning paths and receive reward feedback based on answer correctness, first publicly demonstrated in the o1 series of models.80% similar
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