In this episode, we dive deep into the Step-Audio 2 technical report. We explore how this end-to-end multi-modal large language model is revolutionizing audio understanding and speech conversation. We discuss its unique architecture, reasoning-centric reinforcement learning, innovative tool-calling capabilities like audio search, and its state-of-the-art performance against competitors like GPT-4o and Kimi-Audio on various industry benchmarks.