Introduction to Generative AI – Sanjay Krishnan

Summiz Holo

Generative AI's statistical machine learning, data evolution, and human interaction

• Generative AI is a term for using statistical techniques to create multimedia content, including language, images, and video, based on data analysis and generation.
• The core technology behind generative AI is statistical machine learning, which identifies patterns in large datasets to generate convincing content.
• The evolution of generative AI is driven by three factors: the vast amount of publicly accessible human-generated data on the internet, the rise of deep neural networks for richer pattern recognition, and advancements in cloud computing for practical model training.
• Generative AI is transformative due to changes in human-computer interaction, moving from programmatic interfaces to more conversational and intuitive interactions with computers.