Part 6/9:
Perhaps the most profound revelation from Deep Seek R1 is its capacity to develop self-directed reasoning capabilities. Instead of requiring explicit programming for complex problem-solving, Deep Seek R1 learned to generate logical sequences to arrive at sound conclusions through a unique set of reward functions. This evolution addresses the long-standing challenge of “hallucination” in AI, where models generate inaccurate or nonsensical outputs.