Discover how DeepSeek-AI's groundbreaking DeepSeek-R1 models use reinforcement learning to unlock advanced reasoning skills in AI, paving the way toward AGI. From self-evolution to distilled smaller models, this episode explores key breakthroughs, challenges, and their practical implications.