Part 4/10:
One of the most striking revelations from the Deep Seek research is the so-called “aha moment” related to a preceding model, the Deep Seek R10. This model exhibited a remarkable ability to engage in a self-evolution process—a feature that allows it to autonomously refine its reasoning capabilities through reinforcement learning. Unlike traditional approaches that require supervised fine-tuning with pre-existing datasets, Deep Seek R10 can improve itself based solely on interactions with its environment.