Ever wondered how a computer can answer any of your questions or generate images based on your descriptions? That’s the magic of Generative AI – a powerful new technology that allows computers to create things based on a text input. But how does it work? In this workshop, we’ll go behind the scenes of programs like ChatGPT and discover how AI learns to understand language.

We’ll journey into the brain of these AI programs. You will understand how they encode the meaning of words, the way they connect words with each other, and how they learn the nuances of human language. You will also learn that these AI “brains” need a lot of energy to learn and to think, without being perfect! We’ll see how sometimes they make mistakes, and how difficult it can be to spot such an error. We’ll explore the applications of Generative AI, from translating languages and classifying text to creating art.

However, we’ll also talk about the importance of using these tools responsibly and understanding their limitations and their impact on our planet. We’ll learn that our own creativity and critical thinking are still very important. So, are you ready to understand the power of Generative AI and learn how to create your own stories, art, and even magic? Join us on this exciting adventure!

1. Introduction into AI and generative AI capabilities
2. High-Level explanation of LLM's, the brains behind ChatGPT, Dall-E and more.
3. Showcase of AI applications and their limitations
4. How to use and NOT use generative AI
5. Ecological impact of generative AI

Upon completion of this course, learners will have:

Explored the power of AI brains behind programs like ChatGPT.
Discovered how computers understand the meaning and context of words in human language.
Understood about the ecological impact of generative AI.
Gained an understanding of the importance of using AI responsibly.

The workshop will explain the basics behind LLM's using an interactive approach, where hands-on activities will make the concepts easier to understand. These explanations are accompanied with a number of interactive elements, where AI tools powered by LLM's can be tried out and the results will be discussed together in class.