This episode delves deep into the latest machine learning advancements, including Vision Transformers and the nuances of model training. We explore the integration of search and generative AI for novel applications, tackle the challenge of spam detection with Pre Trained Large Language Models, and discuss innovative research in machine learning like Sparse Offline Contextual Dueling Bandits. Furthermore, we cover strategies to minimize hallucinations in AI models and the ongoing debate on AI's value in the post AI era, all while comparing Generative AI with traditional Machine Learning approaches.