As a wise man once said: “There is no compression algorithm for experience. You can’t learn certain lessons without going through the curve.” In other words, to build a great AI cloud, you must first be a user. In this session, we’ll explore key insights from our internal LLM team and early multimodal customers, highlighting how these insights have directly influenced the development of our AI cloud—from datacenter and custom hardware design to the software stack we built. Join us to discover how collaboration between LLM development teams and cloud services drives innovation and delivers value to AI practitioners and businesses alike.