Ce Zhang and Vipul Ved Prakash of Together AI discuss transitioning from Apple, the importance of open source, the usage of GPUs in AI, distinguishing federated learning and disaggregated infrastructure, co-optimizing dimensions for inference improvement, exploring embeddings and their applications, and the goal of becoming more serverless.