DeepSeek's R1 Paper Shares Failures and RL Recipes, Hailed as Open-Source Milestone

DeepSeek's expanded R1 reasoning model paper is being praised for its unusual transparency — documenting failed approaches alongside successes in building competitive reasoning without heavy human annotation.