The Parallel-R1 framework uses reinforcement learning to teach models how to explore multiple reasoning paths at once, ...
Researchers at two universities designed and tested AI classmates, to help real middle schoolers practice math modeling. The ...
When the latest National Assessment of Educational Progress scores were released at the beginning of this year, Alabama — ...
While effective, this approach has notable limitations: it heavily relies on human annotations, making it costly and difficult to scale; models only mimic humans, struggling to surpass human reasoning ...
Twenty states consider Algebra II a high school graduation requirement, but about half of those allow for exceptions or alternatives, such as data science courses. Credit: Meredith Kolodner/The ...
DeepSeek-R1 takes a different path by adopting a pure reinforcement learning framework and introducing the Group Relative Policy Optimization (GRPO) algorithm. During the training process, the model ...
The success of DeepSeek’s powerful artificial intelligence (AI) model R1 — that made the US stock market plummet when it was ...
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