This talk offers an introduction to generative AI (GenAI), focusing on foundation models - the AI models that power GenAI. It explains how these models are constructed and trained. This groundwork helps to understand the capabilities and limitations of these technologies. The session then explores innovative research areas in GenAI that are pushing the boundaries of what's possible in the field.