The DeepSeek R1 developers relied mostly on Reinforcement Learning (RL) to improve the AI’s reasoning abilities. This ...

One of the great benefits of sustainable investing is that it’s largely about your interests – your priorities, your impact, ...

在基础模型的响应中，发现了浅度自我反思现象（Superficial Self-Reflection，SSR），但这种自我反思带来的最终答案不一定正确。但强化学习可以将SSR转化为有效自我反思，提升模型效果。 研究者测试了各家机构的多种基础模型，包括Qwen-2.5、Qwen-2.5-Math、DeepSeek-Math、Rho-Math和Llama-3.x。