Part 9/11:
Recent developments also include reinforcement learning with verifiable rewards, successfully demonstrating that sophisticated cognitive behavior is achievable in smaller AI models. For instance, a 2 billion parameter model outperformed a significantly larger 72 billion parameter model in a counting task, achieving remarkable accuracy with minimal training steps. This opens the door to creating specialized, efficient AI tailored to specific tasks, which could revolutionize fields requiring precise and accurate outputs.