Reinforcement Learning Research on Sudoku Reasoning with CePO

Cerebras published research on teaching LLMs long-horizon reasoning via online reinforcement learning using Sudoku as a testbed, building on their CePO test-time scaling work showing sub-32B models can outperform larger frontier models.