NVIDIA's Annamalai Chockalingam discusses the rise of LLMs in the latest episode of The AI Podcast. LLMs are deep learning algorithms that can recognize, summarize, translate, predict, and generate language. Enterprises are using LLMs to drive innovation and gain a competitive advantage. The podcast touches on the role of LLMs in the generative AI movement, AI safety, the fast pace of innovation in the LLM world, Nemo and Megatron L in AI model development, and the current state and future direction of LLMs.