Explore the cutting-edge world of large language models and machine learning through this conference talk by Jay Alammar, co-author of "Hands-On Large Language Models" and Director at Cohere. Discover insights from one of the field's most influential educators who has helped millions understand complex AI concepts through visual explanations of transformers, BERT, DeepSeek-R1, and other foundational machine learning tools. Learn from Alammar's extensive experience in both industry leadership at a pioneering LLM API provider and his renowned educational contributions to the AI/ML community through his popular blog that makes advanced concepts accessible through clear visual presentations.